2019 - Pattern Recognition Lab

Dissertations

Aichert A.:
Epipolar Consistency in Transmission Imaging (Dissertation, 2019)
DOI: 10.1109/tmi.2015.2426417
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13758
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Bier B.:
C-arm Cone-Beam Computed Tomography Reconstruction for Knee Imaging under Weight-Bearing Conditions (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13723
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Christlein V.:
Handwriting Analysis with Focus on Writer Identification and Writer Retrieval (Dissertation, 2019)
URL: https://open.fau.de/handle/openfau/10952
BibTeX: Download
Fischer P.:
Respiratory Motion Compensation in X-Ray Fluoroscopy (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/10871
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Ghesu FC.:
Artificial Intelligence for Medical Image Understanding (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/10631
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Lugauer F.:
Iterative Reconstruction Methods for Quantitative Abdominal MR Imaging (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/11079
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Mewes P.:
Computer-aided Diagnosis for Magnetically Guided Capsule Endoscopy (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13960
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Neumann D.:
Robust Personalization of Cardiac Computational Models (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/11533
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Sanders JC.:
Methods for Quantification and Respiratory Motion Management in SPECT Imaging (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/13346
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Schwemmer C.:
3-D Imaging of Coronary Vessels Using C-arm CT (Dissertation, 2019)
URL: https://www5.cs.fau.de/Forschung/Publikationen/2019/Schwemmer19-IOC.pdf
BibTeX: Download
Stromer D.:
Non-invasive Imaging Methods for Digital Humanities, Medicine, and Quality Assessment (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/12459
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Wasza J.:
Real-time Respiratory Motion Analysis Using GPU-accelerated Range Imaging (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/12366
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Monographs

Schwemmer C.:
3-D Imaging of Coronary Vessels Using C-arm CT
Erlangen: Logos Verlag Berlin, 2019
(Studien zur Mustererkennung, Vol.48)
ISBN: 978-3-8325-4937-4
URL: https://www5.cs.fau.de/Forschung/Publikationen/2019/Schwemmer19-IOC.pdf
BibTeX: Download

Journal articles

Adams Seewald L., Facco Rodrigues V., Ollenschläger M., Stoffel Antunes R., Andre da Costa C., da Rosa Righi R., da Silveira Junior LG., Maier A., Eskofier B., Fahrig R.:
Toward analyzing mutual interference on infrared-enabled depth cameras
In: Computer Vision and Image Understanding (2019)
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2018.09.010
BibTeX: Download
Albers GW., Wald MJ., Mlynash M., Endres J., Bammer R., Straka M., Maier A., Hinson HE., Sheth KN., Kimberly WT., Molyneaux BJ.:
Automated Calculation of Alberta Stroke Program Early CT Score Validation in Patients With Large Hemispheric Infarct
In: Stroke 50 (2019), p. 3277-3279
ISSN: 1524-4628
DOI: 10.1161/STROKEAHA.119.026430
BibTeX: Download
Amrehn M., Steidl S., Kortekaas R., Strumia M., Weingarten M., Kowarschik M., Maier A.:
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
In: International Journal of Biomedical Imaging 2019 (2019), p. 1-21
ISSN: 1687-4188
DOI: 10.1155/2019/1464592
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Amrehn19-ASU.pdf
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Aubreville M., Stöve M., Oetter N., Goncalves M., Knipfer C., Neumann H., Bohr C., Stelzle F., Maier A.:
Deep learning-based detection of motion artifacts in probe-based confocal laser endomicroscopy images.
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 31-42
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1836-1
BibTeX: Download
Baier L., Frommherz J., Nöth E., Donhauser T., Schuderer P., Franke J.:
Identifying failure root causes by visualizing parameter interdependencies with spectrograms
In: Journal of Manufacturing Systems 53 (2019), p. 11-17
ISSN: 0278-6125
DOI: 10.1016/j.jmsy.2019.08.002
BibTeX: Download
Bayer S., Maier A., Ostermeier M., Fahrig R.:
Corrigendum to: Intraoperative imaging modalities and compensation for brain shift in tumor resection surgery (International Journal of Biomedical Imaging (2017) 2017 (6028645) DOI: 10.1155/2017/6028645)
In: International Journal of Biomedical Imaging 2019 (2019), Article No.: 9249016
ISSN: 1687-4188
DOI: 10.1155/2019/9249016
BibTeX: Download
Bayer S., Zhai Z., Strumia M., Tong X., Gao Y., Staring M., Stoel B., Fahrig R., Arya N., Maier A., Ravikumar N.:
Registration of vascular structures using a hybrid mixture model
In: International Journal of Computer Assisted Radiology and Surgery (2019), p. 1–10
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02007
URL: https://link.springer.com/article/10.1007/s11548-019-02007-y
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Bergler C., Schröter H., Cheng RX., Barth V., Weber M., Nöth E., Hofer H., Maier A.:
ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning
In: Scientific Reports 9 (2019), p. 1-17
ISSN: 2045-2322
DOI: 10.1038/s41598-019-47335-w
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Bertram CA., Aubreville M., Marzahl C., Maier A., Klopfleisch R.:
A large-scale dataset for mitotic figure assessment on whole slide images of canine cutaneous mast cell tumor
In: Scientific Data 6 (2019), p. 1-9
ISSN: 2052-4463
DOI: 10.1038/s41597-019-0290-4
URL: https://www.nature.com/articles/s41597-019-0290-4.pdf
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Bier B., Goldmann F., Zaech JN., Fotouhi J., Hegeman R., Grupp R., Armand M., Osgood G., Navab N., Maier A., Unberath M.:
Learning to detect anatomical landmarks of the pelvis in X-rays from arbitrary views
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-01975-5
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Bopp J., Ludwig V., Seifert M., Pelzer G., Maier A., Anton G., Riess C.:
Simulation study on X-ray phase contrast imaging with dual-phase gratings
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 3-10
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1872-x
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Bopp18-SSO.pdf
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Breininger K., Hanika M., Weule M., Kowarschik M., Pfister M., Maier A.:
Simultaneous reconstruction of multiple stiff wires from a single X-ray projection for endovascular aortic repair
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02052-7
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Dastjerdi HM., Toepfer D., Rupitsch S., Maier A.:
Measuring surface area of skin lesions with 2D and 3D algorithms
In: International Journal of Biomedical Imaging 2019 (2019), Article No.: 4035148
ISSN: 1687-4188
DOI: 10.1155/2019/4035148
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Davari A., Özkan HC., Maier A., Rieß C.:
Fast and Efficient Limited Data Hyperspectral Remote Sensing Image Classification via GMM-Based Synthetic Samples
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12 (2019), p. 2107-2120
ISSN: 1939-1404
DOI: 10.1109/JSTARS.2019.2916495
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Davari_JSTARS_2019.pdf
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Deitsch S., Christlein V., Berger S., Buerhop-Lutz C., Maier A., Gallwitz F., Riess C.:
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images
In: Solar Energy 185 (2019), p. 455-468
ISSN: 0038-092X
DOI: 10.1016/j.solener.2019.02.067
URL: https://arxiv.org/pdf/1807.02894.pdf
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(Techreport)
Deleforge A., Di Carlo D., Strauß M., Serizel R., Marcenaro L.:
Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]
In: IEEE Signal Processing Magazine 36 (2019), p. 138-144
ISSN: 1053-5888
DOI: 10.1109/MSP.2019.2924687
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Denck J., Landschütz W., Nairz K., Heverhagen JT., Maier A., Rothgang E.:
Automated Billing Code Retrieval from MRI Scanner Log Data
In: Journal of Digital Imaging (2019)
ISSN: 0897-1889
DOI: 10.1007/s10278-019-00241-z
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Diaz-Pinto A., Morales S., Naranjo V., Köhler T., Mossi JM., Navea A.:
CNNs for automatic glaucoma assessment using fundus images: an extensive validation
In: Biomedical Engineering Online 18 (2019)
ISSN: 1475-925X
DOI: 10.1186/s12938-019-0649-y
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Facco Rodrigues V., da Rosa Righi R., Andre da Costa C., Eskofier B., Maier A.:
On Providing Multi-Level Quality of Service for Operating Rooms of the Future.
In: Sensors 19 (2019)
ISSN: 1424-8220
DOI: 10.3390/s19102303
BibTeX: Download
Felsner L., Hu S., Maier A., Bopp J., Ludwig V., Anton G., Riess C.:
A 3-D Projection Model for X-ray Dark-field Imaging
In: Scientific Reports 9 (2019)
ISSN: 2045-2322
DOI: 10.1038/s41598-019-45708-9
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Fotouhi J., Unberath M., Song T., Hajek J., Lee SC., Bier B., Maier A., Osgood G., Armand M., Navab N.:
Co-localized augmented human and X-ray observers in collaborative surgical ecosystem
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02035-8
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Ghesu FC., Georgescu B., Zheng Y., Grbic S., Maier A., Hornegger J., Comaniciu D.:
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019), p. 176-189
ISSN: 0162-8828
DOI: 10.1109/TPAMI.2017.2782687
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Goncalves M., Aubreville M., Müller SK., Sievert M., Maier A., Iro H., Bohr C.:
Probe-based confocal laser endomicroscopy in detecting malignant lesions of vocal folds.
In: Acta Otorhinolaryngologica Italica (2019)
ISSN: 0392-100X
DOI: 10.14639/0392-100X-2121
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Grüneboom A., Kling L., Christiansen S., Mill L., Maier A., Engelke K., Quick HH., Schett G., Gunzer M.:
Next-generation imaging of the skeletal system and its blood supply
In: Nature Reviews Rheumatology (2019)
ISSN: 1759-4790
DOI: 10.1038/s41584-019-0274-y
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Götz T., Götz TI., Lang EW., Schmidkonz C., Maier A., Kuwert T., Ritt P.:
Particle filter de-noising of voxel-specific time-activity-curves in personalized 177Lu therapy
In: Zeitschrift für Medizinische Physik (2019)
ISSN: 0939-3889
DOI: 10.1016/j.zemedi.2019.10.005
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Götz T., Schmidkonz C., Lang EW., Maier A., Kuwert T., Ritt P.:
A comparison of methods for adapting 177Lu dose-voxel-kernels to tissue inhomogeneities
In: Physics in Medicine and Biology 64 (2019), Article No.: 245011
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ab5b81
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Götz TI., Schmidkonz C., Lang EW., Maier A., Kuwert T., Ritt P.:
Factors affecting accuracy of S values and determination of time-integrated activity in clinical Lu-177 dosimetry
In: Annals of Nuclear Medicine (2019)
ISSN: 0914-7187
DOI: 10.1007/s12149-019-01365-6
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Haase V., Hahn K., Schöndube H., Stierstorfer K., Maier A., Noo F.:
Impact of the non-negativity constraint in model-based iterative reconstruction from CT data
In: Medical Physics 46 (2019), p. e835-e854
ISSN: 0094-2405
DOI: 10.1002/mp.13702
URL: https://aapm.onlinelibrary.wiley.com/doi/full/10.1002/mp.13702
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Hariharan SG., Kaethner C., Strobel N., Kowarschik M., DiNitto J., Albarqouni S., Fahrig R., Navab N.:
Preliminary results of DSA denoising based on a weighted low-rank approach using an advanced neurovascular replication system
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-01968-4
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Hariharan SG., Strobel N., Kaethner C., Kowarschik M., Fahrig R., Navab N.:
An analytical approach for the simulation of realistic low-dose fluoroscopic images
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 601-610
ISSN: 1861-6410
DOI: 10.1007/s11548-019-01912-6
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Haskell M., Cauley S., Belgic B., Hoßbach J., Splitthoff D., Pfeuffer J., Setsompop K., Wald L.:
Network Accelerated Motion Estimation and Reduction (NAMER): Convolutional neural network guided retrospective motion correction using a separable motion model
In: Magnetic Resonance in Medicine 82 (2019), p. 1452-1461
ISSN: 0740-3194
DOI: 10.1002/mrm.27771
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Herl G., Hiller J., Kasperl S., Maier A.:
Reduktion von Metallartefakten durch multipositionale Datenfusion in der industriellen Röntgen-Computertomographie
In: Technisches Messen 87 (2019), p. 101–110
ISSN: 0171-8096
DOI: 10.1515/teme-2019-0137.
URL: https://www.degruyter.com/view/j/teme.2020.87.issue-2/teme-2019-0137/teme-2019-0137.xml
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Hosari S., Hohberger B., Theelke L., Sari H., Lucio M., Mardin CY.:
OCT Angiography: Measurement of Retinal Macular Microvasculature with Spectralis II OCT Angiography - Reliability and Reproducibility
In: Ophthalmologica (2019)
ISSN: 0030-3755
DOI: 10.1159/000502458
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Hosokawa K., von Latoszek BB., Ferrer Riesgo CA., Iwahashi T., Iwahashi M., Iwaki S., Kato C., Yoshida M., Umatani M., Miyauchi A., Matsushiro N., Inohara H., Ogawa M., Maryn Y.:
Acoustic Breathiness Index for the Japanese-Speaking Population: Validation Study and Exploration of Affecting Factors
In: Journal of Speech Language and Hearing Research 62 (2019), p. 2617-2631
ISSN: 1092-4388
DOI: 10.1044/2019_JSLHR-S-19-0077
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Huang X., Yang H., Huang Y., Shi L., He F., Maier A., Yan M.:
Robust mixed one-bit compressive sensing
In: Signal Processing 162 (2019), p. 161-168
ISSN: 0165-1684
DOI: 10.1016/j.sigpro.2019.04.011
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Jaremenko C., Ravikumar N., Affronti E., Merklein M., Maier A.:
Determination of Forming Limits in Sheet Metal Forming Using Deep Learning
In: Materials 12 (2019)
ISSN: 1996-1944
DOI: 10.3390/ma12071051
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Ronak Kosti, Jose Alvarez, Adria Recasens, Agata Lapedriza:
Context Based Emotion Recognition using EMOTIC Dataset
In: IEEE Transactions on Pattern Analysis and Machine Intelligence (2019)
ISSN: 0162-8828
DOI: 10.1109/TPAMI.2019.2916866
URL: https://ieeexplore.ieee.org/document/8713881/keywords#keywords
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Koutouzi G., Pfister M., Breininger K., Hellström M., Roos H., Falkenberg M.:
Iliac artery deformation during EVAR
In: Vascular (2019)
ISSN: 1708-5381
DOI: 10.1177/1708538119840565
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Köhler T., Bätz M., Naderi Boldaji F., Kaup A., Maier A., Rieß C.:
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data
In: IEEE Transactions on Pattern Analysis and Machine Intelligence 41 (2019)
ISSN: 0162-8828
DOI: 10.1109/TPAMI.2019.2917037
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Koehler19-TBT.pdf
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Liu X., Huang Z., Wang Z., Wen C., Jiang Z., Yu Z., Liu J., Liu G., Huang X., Maier A., Ren Q., Lu Y.:
A deep learning based pipeline for optical coherence tomography angiography
In: Journal of Biophotonics (2019), Article No.: e201900008
ISSN: 1864-063X
DOI: 10.1002/jbio.201900008
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Lu Y., Kowarschik M., Huang X., Xia Y., Choi JH., Chen S., Hu S., Ren Q., Fahrig R., Hornegger J., Maier A.:
A learning-based material decomposition pipeline for multi-energy x-ray imaging
In: Medical Physics 46 (2019), p. 689-703
ISSN: 0094-2405
DOI: 10.1002/mp.13317
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Luckner C., Herbst M., Weber T., Beister M., Ritschl L., Kappler S., Maier A.:
High-speed slot-scanning radiography using small-angle tomosynthesis: Investigation of spatial resolution
In: Medical Physics (2019)
ISSN: 0094-2405
DOI: 10.1002/mp.13828
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Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
Guest editorial of the IJCARS—BVM 2018 special issue
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-018-01902-0
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Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
IJCARS: BVM 2019 special issue
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02086-x
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Maier A., Stromer D., Christlein V., Bell P.:
Bausteine auf dem Weg zu einer virtuellen Zeitmanschiene – ein Editionsprojekt über lange Dauer
In: Magazin für digitale Editionswissenschaften 5 (2019), p. 7-17
ISSN: 2364-0855
Open Access: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
URL: https://www.mde.fau.de/files/2019/10/MdE_05_19_Maier_Stromer_Christlein_Bell_fertig.pdf
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Maier A., Syben-Leisner C., Lasser T., Riess C.:
A gentle introduction to deep learning in medical image processing [Eine sanfte Einführung in Tiefes Lernen in der Medizinischen Bildverarbeitung]
In: Zeitschrift für Medizinische Physik 29 (2019), p. 86-101
ISSN: 0939-3889
DOI: 10.1016/j.zemedi.2018.12.003
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Maier A., Syben-Leisner C., Stimpel B., Würfl T., Hoffmann M., Schebesch F., Fu W., Mill L., Kling L., Christiansen SH.:
Learning with Known Operators reduces Maximum Training Error Bounds.
In: Nature Machine Intelligence 1 (2019), p. 373-380
ISSN: 2522-5839
DOI: 10.1038/s42256-019-0077-5
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Martindale C., Sprager S., Eskofier B.:
Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables
In: Sensors 198 (2019), Article No.: 1820
ISSN: 1424-8220
DOI: 10.3390/s19081820
URL: https://www.mdpi.com/1424-8220/19/8/1820
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Meng X., Du Y., Wang R., Li Z., Zhu S., Wu H., Li C., Chen W., Nie S., Ren Q., Lu Y.:
Cherenkov excited luminescence imaging induced by megavolt X-ray beams in the second near-infrared window
In: Optics Communications 452 (2019), p. 417-421
ISSN: 0030-4018
DOI: 10.1016/j.optcom.2019.05.017
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Minakaki G., Canneva F., Chevessier F., Bode F., Menges S., Timotius I., Kalinichenko L., Meixner H., Müller CP., Eskofier B., Casadei N., Riess O., Schröder R., Winkler J., Xiang W., von Hörsten S., Klucken J.:
Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy
In: Behavioural Brain Research 363 (2019), p. 199-215
ISSN: 0166-4328
DOI: 10.1016/j.bbr.2018.11.035
URL: https://www.sciencedirect.com/science/article/pii/S016643281830754X
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Moult EM., Alibhai AY., Rebhun CB., Lee B., Ploner S., Schottenhamml J., Husvogt L., Baumal CR., Witkin AJ., Maier A., Duker JS., Rosenfeld P., Waheed NK., Fujimoto JG.:
Spatial Distribution of Choriocapillaris Impairment in Eyes with Choroidal Neovascularization Secondary to Age-Related Macular Degeneration
In: Retina-The Journal of Retinal and Vitreous Diseases (2019)
ISSN: 0275-004X
DOI: 10.1097/IAE.0000000000002556
URL: https://journals.lww.com/retinajournal/Abstract/publishahead/SPATIAL_DISTRIBUTION_OF_CHORIOCAPILLARIS.96058.aspx
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Preuhs A., Maier A., Manhart M., Kowarschik M., Hoppe E., Fotouhi J., Navab N., Unberath M.:
Symmetry prior for epipolar consistency
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02027-8
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Rios-Urrego CD., Vargas-Bonilla F., Nöth E., Lopera F., Orozco Arroyave JR.:
Analysis and evaluation of handwriting in patients with Parkinson’s disease using kinematic, geometrical, and non-linear features
In: Computer Methods and Programs in Biomedicine 173 (2019), p. 43-52
ISSN: 0169-2607
DOI: 10.1016/j.cmpb.2019.03.005
URL: https://www.sciencedirect.com/science/article/pii/S0169260719300574
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Roser P., Birkhold A., Zhong X., Ochs P., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Pitfalls in interventional X-ray organ dose assessment—combined experimental and computational phantom study: application to prostatic artery embolization
In: International Journal of Computer Assisted Radiology and Surgery (2019)
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02037-6
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Roser P., Zhong X., Birkhold A., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Physics-driven learning of x-ray skin dose distribution in interventional procedures
In: Medical Physics 46 (2019), p. 4654-4665
ISSN: 0094-2405
DOI: 10.1002/mp.13758
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Schneider M., Janas G., Lugauer F., Hoppe E., Nickel D., Dale BM., Kiefer B., Maier A., Bashir MR.:
Accurate fatty acid composition estimation of adipose tissue in the abdomen based on bipolar multi-echo MRI
In: Magnetic Resonance in Medicine 81 (2019), p. 2330-2346
ISSN: 0740-3194
DOI: 10.1002/mrm.27557
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Schuller B., Weninger F., Zhang Y., Ringeval F., Batliner A., Steidl S., Eyben F., Marchi E., Vinciarelli A., Scherer K., Chetouani M., Mortillaro M.:
Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge
In: Computer Speech and Language 53 (2019), p. 156-180
ISSN: 0885-2308
DOI: 10.1016/j.csl.2018.02.004
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Seifert M., Ludwig V., Käppler S., Horn F., Meyer P., Pelzer G., Rieger J., Sand D., Michel T., Mohr J., Riess C., Anton G.:
Talbot-Lau x-ray phase-contrast setup for fast scanning of large samples
In: Scientific Reports 9 (2019)
ISSN: 2045-2322
DOI: 10.1038/s41598-018-38030-3
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Stelzle F., Oetter N., Göllner L., Adler W., Rohde M., Maier A., Matthies L., Kesting MR., Knipfer C.:
Speech intelligibility in patients with oral cancer: An objective baseline evaluation of pretreatment function and impairment
In: Head and Neck-Journal For the Sciences and Specialties of the Head and Neck 41 (2019), p. 1063-1069
ISSN: 1043-3074
DOI: 10.1002/hed.25527
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Stimpel B., Syben-Leisner C., Schirrmacher F., Hölter P., Dörfler A., Maier A.:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing Supplementary Material
In: IEEE Transactions on Medical Imaging (2019)
ISSN: 0278-0062
DOI: 10.1109/TMI.2019.2955184
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Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Hölter P., Dörfler A., Maier A.:
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging
In: Scientific Reports 9 (2019), Article No.: 18814
ISSN: 2045-2322
DOI: 10.1038/s41598-019-55108-8
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Stromer D., Christlein V., Huang X., Zippert P., Hausotte T., Maier A.:
Virtual cleaning and unwrapping of non-invasively digitized soiled bamboo scrolls
In: Scientific Reports 9 (2019), Article No.: 2311
ISSN: 2045-2322
DOI: 10.1038/s41598-019-39447-0
BibTeX: Download
Stromer D., Vetter A., Özkan HC., Probst C., Maier A.:
Enhanced Crack Segmentation (eCS): A Reference Algorithm for Segmenting Cracks in Multicrystalline Silicon Solar Cells
In: IEEE Journal of Photovoltaics 9 (2019), p. 752-758
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2019.2895808
BibTeX: Download
Syben-Leisner C., Michen M., Stimpel B., Seitz S., Ploner S., Maier A.:
Technical Note: PYRO-NN: Python reconstruction operators in neural networks
In: Medical Physics 46 (2019), p. 5110-5115
ISSN: 0094-2405
DOI: 10.1002/mp.13753
URL: https://aapm.onlinelibrary.wiley.com/doi/abs/10.1002/mp.13753
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Thies M., Maier J., Eskofier B., Maier A., Levenston M., Gold G., Fahrig R.:
Automatic orientation estimation of inertial sensors in C-Arm CT Projections
In: Current Directions in Biomedical Engineering 5 (2019), p. 195-198
ISSN: 2364-5504
DOI: 10.1515/cdbme-2019-0050
BibTeX: Download
Timotius I., Canneva F., Minakaki G., Moceri S., Plank AC., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases
In: Journal of Neuroscience Methods 326 (2019), Article No.: 108367
ISSN: 0165-0270
DOI: 10.1016/j.jneumeth.2019.108367
URL: https://www.sciencedirect.com/science/article/pii/S0165027019302249
BibTeX: Download
Unberath M., Zaech JN., Gao C., Bier B., Goldmann F., Lee SC., Fotouhi J., Taylor R., Armand M., Navab N.:
Enabling machine learning in X-ray-based procedures via realistic simulation of image formation
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 1517-1528
ISSN: 1861-6410
DOI: 10.1007/s11548-019-02011-2
BibTeX: Download
Venator M., Bruns E., Maier A.:
Robust Camera Pose Estimation for Unordered Road Scene Images in Varying Viewing Conditions
In: IEEE Transactions on Intelligent Vehicles 5 (2019), p. 165 - 174
ISSN: 2379-8858
DOI: 10.1109/TIV.2019.2955375
URL: https://ieeexplore.ieee.org/abstract/document/8910493
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Würfl T., Hoffmann M., Aichert A., Maass N., Dennerlein F., Maier A.:
Calibration-free beam hardening reduction in x-ray CBCT using the epipolar consistency condition and physical constraints.
In: Medical Physics 46 (2019), p. e810-e822
ISSN: 0094-2405
DOI: 10.1002/mp.13625
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Yu Z., Xiang Q., Meng J., Kou C., Ren Q., Lu Y.:
Retinal image synthesis from multiple-landmarks input with generative adversarial networks
In: Biomedical Engineering Online 18 (2019)
ISSN: 1475-925X
DOI: 10.1186/s12938-019-0682-x
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Zhong X., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
A machine learning pipeline for internal anatomical landmark embedding based on a patient surface model
In: International Journal of Computer Assisted Radiology and Surgery 14 (2019), p. 53--61
ISSN: 1861-6410
DOI: 10.1007/s11548-018-1871-y
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Zhong18-AML.pdf
BibTeX: Download

Articles in Conference Proceedings

Alberti M., Vogtlin L., Pondenkandath V., Seuret M., Ingold R., Liwicki M.:
Labeling, cutting, grouping: An efficient text line segmentation method for medieval manuscripts
15th IAPR International Conference on Document Analysis and Recognition, ICDAR 2019 (Sydney, NSW, September 20, 2019 - September 25, 2019)
In: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2019
DOI: 10.1109/ICDAR.2019.00194
BibTeX: Download
Amrehn M., Strumia M., Kowarschik M., Maier A.:
Interactive Neural Network Robot User Investigation for Medical Image Segmentation
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_16
BibTeX: Download
Amri A., Bier B., Maier J., Maier A.:
Isocenter Determination from Projection Matrices of a C-Arm CBCT
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_61
BibTeX: Download
Arbogast N., Kurzendorfer T., Breininger K., Mountney P., Toth D., Narayan SA., Maier A.:
Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_41
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Arias Vergara T., Gollwitzer S., Orozco Arroyave JR., Schuster M., Nöth E.:
Consonant-to-Vowel/Vowel-to-Consonant Transitions to Analyze the Speech of Cochlear Implant Users.
Text, Speech, and Dialogue 2019 (Ljubljana, September 11, 2019 - September 13, 2019)
In: Kamil Ekštein (ed.): Lecture Notes in Computer Science 2019
DOI: 10.1007/978-3-030-27947-9_25
BibTeX: Download
Arias Vergara T., Orozco Arroyave JR., Vasquez Correa J., Nöth E., Schuster M., Gollwitzer S., Högerle C.:
Speech differences between CI users with pre- and postlingual onset of deafness detected by speech processing methods on voiceless to voice transitions
90. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie (Estrel Congress Center Berlin, May 29, 2019 - June 1, 2019)
In: Laryngo-Rhino-Otol 2019 2019
DOI: 10.1055/s-0039-168632
BibTeX: Download
Arias Vergara T., Orozco-Arroyave JR., Cernak M., Gollwitzer S., Schuster M., Nöth E.:
Phone-attribute posteriors to evaluate the speech of cochlear implant users
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-2144
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Arias Vergara T., Vasquez Correa J., Gollwitzer S., Orozco Arroyave JR., Schuster M., Nöth E.:
Multi-channel Convolutional Neural Networks for Automatic Detection of Speech Deficits in Cochlear Implant Users
Iberoamerican Congress on Pattern Recognition
In: CIARP 2019: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications 2019
DOI: 10.1007/978-3-030-33904-3_64
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Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
Augmented Mitotic Cell Count Using Field of Interest Proposal
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_71
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Aubreville M., Bertram CA., Klopfleisch R., Maier A.:
Field of Interest Proposal for Augmented Mitotic Cell Count: Comparison of Two Convolutional Networks
BIOSTEC/BIOIMAGING 2019 (Prague, February 22, 2019 - February 24, 2019)
In: SciTePress (ed.): Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: BIOIMAGING 2019
DOI: 10.5220/0007365700300037
URL: http://www.scitepress.org/PublicationsDetail.aspx?ID=t/vdV3xX7x0=&t=1
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Aubreville M., Goncalves M., Knipfer C., Oetter N., Würfl T., Neumann H., Stelzle F., Bohr C., Maier A.:
Transferability of Deep Learning Algorithms for Malignancy Detection in Confocal Laser Endomicroscopy Images from Different Anatomical Locations of the Upper Gastrointestinal Tract
11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018 (Funchal, January 19, 2018 - January 21, 2018)
In: Sergi Bermúdez i Badia, Alberto Cliquet, Sheldon Wiebe, Reyer Zwiggelaar, Paul Anderson, Ana Fred, Hugo Gamboa, Giovanni Saggio (ed.): Communications in Computer and Information Science 2019
DOI: 10.1007/978-3-030-29196-9_4
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Bayer S., Zhai Z., Strumia M., Tong X., Gao Y., Staring M., Stoel B., Ostermeier M., Fahrig R., Arya N., Maier A., Ravikumar N.:
Local topology preservation for vascular centerline matching using a hybrid mixture model
2019 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) (Manchester, GB, October 26, 2019 - November 2, 2019)
In: IEEE (ed.): Conference Record IEEE 2019 NSSMIC 2019
DOI: 10.1109/nss/mic42101.2019.9059857
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Bercea CI., Pauly O., Maier A., Ghesu FC.:
SHAMANN: Shared Memory Augmented Neural Networks
26th International Conference on Information Processing in Medical Imaging, IPMI 2019 (Hong Kong, June 2, 2019 - June 7, 2019)
In: Siqi Bao, Albert C.S. Chung, James C. Gee, Paul A. Yushkevich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-20351-1_65
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Bergler C., Schmitt M., Cheng RX., Maier A., Barth V., Nöth E.:
Deep Learning for Orca Call Type Identification – A Fully Unsupervised Approach
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-1857
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Bergler C., Schmitt M., Cheng RX., Schröter H., Maier A., Barth V., Weber M., Nöth E.:
Deep Representation Learning for Orca Call Type Classification
22nd International Conference on Text, Speech, and Dialogue, TSD 2019 (Ljubljana, September 11, 2019 - September 13, 2019)
In: Kamil Ekštein (ed.): Text, Speech, and Dialogue, 22nd International Conference, TSD 2019, Ljubljana, Slovenia, September 11–13, 2019, Proceedings 2019
DOI: 10.1007/978-3-030-27947-9_23
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Breininger K., Hanika M., Weule M., Kowarschik M., Pfister M., Maier A.:
3D-Reconstruction of Stiff Wires from a Single Monoplane X-Ray Image
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_37
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Buerhop-Lutz C., Hoffmann M., Reeb L., Pickel T., Hauch J., Maier A.:
Applying Deep Learning Algorithms to EL-images for Predicting the Module Power
36th European Photovoltaic Solar Energy Conference and Exhibition (Marseille, September 9, 2019 - September 13, 2019)
In: Proceedings of the 36th European Photovoltaic Solar Energy Conference and Exhibition 2019
DOI: 10.4229/EUPVSEC20192019-4CO.1.2
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Chen S., Gehrer S., Kaliman S., Ravikumar N., Becit A., Aliee M., Dudziak D., Merkel R., Smith AS., Maier A.:
Semi-Automatic Cell Correspondence Analysis Using Iterative Point Cloud Registration
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Handels H., Deserno T., Maier A., Maier-Hein K., Palm C., Tolxdorff T. (ed.): Bildverarbeitung für die Medizin 2019. Informatik aktuell. 2019
DOI: 10.1007/978-3-658-25326-4_26
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Choi D., Kim J., Chae SH., Baek J., Maier A., Fahrig R., Park HS., Choi JH.:
Noise reduction method in low-dose CT data combining neural networks and an iterative reconstruction technique
International Forum on Medical Imaging in Asia 2019 (Singapore, January 7, 2019 - January 9, 2019)
In: Proceedings of SPIE - The International Society for Optical Engineering 2019
DOI: 10.1117/12.2521445
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Choi D., Kim J., Chae SH., Kim B., Baek J., Maier A., Fahrig R., Park HS., Choi JH.:
Multidimensional noise reduction in C-arm cone-beam CT via 2D-based Landweber iteration and 3D-based deep neural networks
Medical Imaging 2019: Physics of Medical Imaging (San Diego, CA, February 17, 2019 - February 20, 2019)
In: Hilde Bosmans, Guang-Hong Chen, Taly Gilat Schmidt (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2512723
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Christlein V., Nikolaou A., Seuret M., Stutzmann D., Maier A.:
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents
2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
DOI: 10.1109/ICDAR.2019.00242
URL: https://arxiv.org/abs/1912.03713
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Christlein V., Spranger L., Seuret M., Nikolaou A., Král P., Maier A.:
Deep Generalized Max Pooling
2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
DOI: 10.1109/ICDAR.2019.00177
URL: https://arxiv.org/abs/1908.05040
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Denzinger F., Wels M., Ravikumar N., Breininger K., Reidelshöfer A., Eckert J., Sühling M., Schmermund A., Maier A.:
Coronary Artery Plaque Characterization from CCTA Scans Using Deep Learning and Radiomics
MICCAI (Shenzhen, October 13, 2019 - October 17, 2019)
In: Shen, D., Liu, T., Peters, T.M., Staib, L.H., Essert, C., Zhou, S., Yap, P.-T., Khan, A. (ed.): MICCAI 2019: Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 2019
DOI: 10.1007/978-3-030-32251-9_65
URL: http://arxiv.org/abs/1912.06075
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Egas López JV., Orozco Arroyave JR., Gosztolya G.:
Assessing Parkinson's disease from speech using fisher vectors
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-2217
BibTeX: Download
Felsner L., Hu S., Ludwig V., Anton G., Maier A., Rieß C.:
On the Characteristics of Helical 3-D X-ray Dark-field Imaging
Bildverarbeitung für die Medizin (BVM 2019) (Lübeck, March 17, 2019 - March 19, 2019)
DOI: 10.1007/978-3-658-25326-4_59
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Felsner19-OTC.pdf
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Ferrer CA., Guillén RR., Nöth E.:
Bidirectional Alignment of Glottal Pulse Length Sequences for the Evaluation of Pitch Detection Algorithms
24th Iberoamerican Congress on Pattern Recognition, CIARP 2019 (Havana, CUB, October 28, 2019 - October 31, 2019)
In: Ingela Nyström, Yanio Hernández Heredia, Vladimir Milián Núñez (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-33904-3_67
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Ferrer CA., Torres-Rodríguez I., Taboada-Crispi A., Nöth E.:
Analytical Solution for the Optimal Addition of an Item to a Composite of Scores for Maximum Reliability
24th Iberoamerican Congress on Pattern Recognition, CIARP 2019 (Havana, October 28, 2019 - October 31, 2019)
In: Ingela Nyström, Yanio Hernández Heredia, Vladimir Milián Núñez (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-33904-3_38
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Folle L., Vesal S., Ravikumar N., Maier A.:
Dilated deeply supervised networks for hippocampus segmentation in MRI
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_18
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Fritsch J., Wankerl S., Nöth E.:
Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models
44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton, GBR, May 12, 2019 - May 17, 2019)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2019
DOI: 10.1109/ICASSP.2019.8682690
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Fu W., Breininger K., Schaffert R., Ravikumar N., Maier A.:
A Divide-and-Conquer Approach towards Understanding Deep Networks
MICCAI 2019 (Shenzhen, China, October 13, 2019 - October 17, 2019)
In: Dinggang Shen, Tianming Liu, Terry M. Peters, Lawrence H. Staib, Caroline Essert, Sean Zhou, Pew-Thian Yap, Ali Khan (ed.): Medical Image Computing and Computer Assisted Intervention (MICCAI 2019), Shenzhen: 2019
DOI: 10.1007/978-3-030-32239-7_21
URL: https://link.springer.com/chapter/10.1007/978-3-030-32239-7_21
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Geimer T., Keall P., Breininger K., Caillet V., Dunbar M., Bert C., Maier A.:
Decoupling Respiratory and Angular Variation in Rotational X-ray Scans Using a Prior Bilinear Model
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart, DEU, October 9, 2018 - October 12, 2018)
In: Thomas Brox, Mario Fritz, Andrés Bruhn (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-12939-2_40
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Geimer T., Ploner S., Keall P., Bert C., Maier A.:
Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, DEU, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_70
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Ghesu FC., Georgescu B., Gibson E., Gündel S., Kalra M., Singh R., Digumarthy S., Grbic S., Comaniciu D.:
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment
MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention (Shenzhen, China)
In: Dinggang Shen,Tianming Liu,Terry M. Peters, Lawrence H. Staib, Caroline Essert, Sean Zhou, Pew-Thian Yap, Ali Khan (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 2019
DOI: 10.1007/978-3-030-32226-7_75
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Groh B., Eskofier B., Schottenhamml J., Drory A.:
Unobtrusive Estimation of In-Stroke Boat Rotation in Rowing Using Wearable Sensors
12th International Symposium on Computer Science in Sport (IACSS) (Moscow, Russia, July 8, 2019 - July 10, 2019)
In: Springer (ed.): Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019) 2019
DOI: 10.1007/978-3-030-35048-2_14
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Guo Z., Lauritsch G., Maier A., Kugler P., Islam M., Vogt F., Noo F.:
On C-arm CT imaging with the extended line-ellipse-line trajectory
IEEE Nuclear Science Symposium / Medical Imaging Conference (NSS/MIC) (Manchester, ENGLAND)
In: 2019 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), NEW YORK: 2019
DOI: 10.1109/nss/mic42101.2019.9059681
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Guo Z., Lauritsch G., Maier A., Noo F.:
Theoretically-exact filtered-backprojection reconstruction from real data on the line-ellipse-line trajectory
15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine
In: Proceedings Volume 11072 2019
DOI: 10.1117/12.2533655
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Gündel S., Grbic S., Georgescu B., Liu S., Maier A., Comaniciu D.:
Learning to recognize abnormalities in chest X-rays with location-aware dense networks
23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018 (Madrid, November 19, 2018 - November 22, 2018)
In: Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-13469-3_88
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Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
On the Value of the Non-negativity Constraint in CT
IEEE Nuclear Science Symposium / Medical Imaging Conference (NSS/MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: 2019 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC), NEW YORK: 2019
DOI: 10.1109/NSS/MIC42101.2019.9059667
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Haase V., Hahn K., Schoendube H., Stierstorfer K., Maier A., Noo F.:
On the Value of the Non-negativity Constraint in CT
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) 2019
DOI: 10.1109/nss/mic42101.2019.9059667
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Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
Exploring the space between smoothed and non-smooth total variation for 3D iterative CT reconstruction
Medical Imaging 2019: Physics of Medical Imaging (San Diego, CA, February 17, 2019 - February 20, 2019)
In: Hilde Bosmans, Guang-Hong Chen, Taly Gilat Schmidt (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2513375
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Hariharan SG., Kaethner C., Strobel N., Kowarschik M., Albarqouni S., Fahrig R., Navab N.:
Learning-Based X-Ray Image Denoising Utilizing Model-Based Image Simulations
22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, October 13, 2019 - October 17, 2019)
In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-32226-7_61
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Hariharan SG., Kaethner C., Strobel N., Kowarschik M., DiNitto J., Fahrig R., Navab N.:
Model-Based Motion Artifact Correction in Digital Subtraction Angiography Using Optical-Flow
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_31
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Hoffmann M., Doll B., Talkenberg F., Brabec C., Maier A., Christlein V.:
Fast and Robust Detection of Solar Modules in Electroluminescence Images
18th International Conference on Computer Analysis of Images and Patterns (Salerno, September 2, 2019 - September 6, 2019)
In: Springer, Cham (ed.): Computer Analysis of Images and Patterns 2019
DOI: 10.1007/978-3-030-29891-3
URL: https://www.researchgate.net/publication/335361806_Fast_and_Robust_Detection_of_Solar_Modules_in_Electroluminescence_Images
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Hoppe E., Thamm F., Körzdörfer G., Syben-Leisner C., Schirrmacher F., Nittka M., Pfeuffer J., Meyer H., Maier A.:
RinQ Fingerprinting: Recurrence-Informed Quantile Networks for Magnetic Resonance Fingerprinting
Medical Image Computing and Computer Assisted Intervention (Shenzhen, October 13, 2019 - October 17, 2019)
In: Proceedings of MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32248-9_11
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Hoppe E., Wetzl J., Forman C., Koerzdoerfer G., Schneider M., Speier P., Schmidt M., Maier A.:
Free-Breathing, Self-Navigated and Dynamic 3-D Multi-Contrast Cardiac CINE Imaging Using Cartesian Sampling and Compressed Sensing
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) 2019
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Hosseini-Kivanani N., Vasquez Correa J., Stede M., Nöth E.:
Automated Cross-language Intelligibility Analysis of Parkinson's Disease Patients Using Speech Recognition Technologies
57th Annual Meeting of the Association-for-Computational-Linguistics (ACL) (Florence, July 28, 2019 - August 2, 2019)
In: 57TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2019:): STUDENT RESEARCH WORKSHOP, STROUDSBURG: 2019
DOI: 10.18653/v1/p19-2010
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Hoßbach J., Splitthoff D., Haskell M., Cauley S., Meyer H., Pfeuffer J., Maier A.:
Deep Neural Networks for Motion Estimation in k-space: Applications and Design
Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB 2019
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Huang Y., Preuhs A., Lauritsch G., Manhart M., Huang X., Maier A.:
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
MICCAI MLMIR (Shenzhen, China, October 17, 2019 - October 17, 2019)
In: Knoll, Florian and Maier, Andreas and Rueckert, Daniel and Ye, Jong Chul (ed.): Machine Learning for Medical Image Reconstruction, Cham: 2019
DOI: 10.1007/978-3-030-33843-5_10
URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_10
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Husvogt L., Ploner S., Moult EM., Alibhai AY., Schottenhamml J., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Using Medical Image Reconstruction Methods for Denoising of OCTA Data
ARVO Annual Meeting 2019 (Vancouver, B.C., Canada, April 28, 2019 - May 2, 2019)
In: Investigative Ophthalmology & Visual Science 2019
URL: https://iovs.arvojournals.org/article.aspx?articleid=2746928&resultClick=1
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Jain B., Kuhnert N., deOliveira A., Maier A.:
Image-based Detection of MRI Hardware Failures
DOI: 10.1007/978-3-658-25326-4_46
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Javied T., Huprich S., Franke J.:
Cloud based Energy Management System Compatible with the Industry 4.0 Requirements
13th International-Federation-of-Automatic-Control (IFAC) Workshop on Intelligent Manufacturing Systems (IMS) (Oshawa, CANADA, August 12, 2019 - August 14, 2019)
In: IFAC PAPERSONLINE, AMSTERDAM: 2019
DOI: 10.1016/j.ifacol.2019.10.018
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Kaiser N., Fieselmann A., Vesal S., Ravikumar N., Ritschl L., Kappler S., Maier A.:
Mammographic breast density classification using a deep neural network: assessment based on inter-observer variability
Conference on Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (San Diego, CA, February 20, 2019 - February 21, 2019)
In: MEDICAL IMAGING 2019: IMAGE PERCEPTION, OBSERVER PERFORMANCE, AND TECHNOLOGY ASSESSMENT, BELLINGHAM: 2019
DOI: 10.1117/12.2513420
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Kling L., Mill L., Grüneboom A., Sarau G., Herrmann M., Schett G., Maier A., Christiansen SH.:
THE 4-D+ NANOSCOPE: THE RESOLUTION FOR BIOLOGICAL SAMPLES
Annual European Congress of Rheumatology (EULAR) (Madrid, June 12, 2019 - June 15, 2019)
In: ANNALS OF THE RHEUMATIC DISEASES, LONDON: 2019
DOI: 10.1136/annrheumdis-2019-eular.8516
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Klumpp P., Vasquez Correa J., Haderlein T., Nöth E.:
Feature space visualization with spatial similarity maps for pathological speech data
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proc. Interspeech 2019 2019
DOI: 10.21437/Interspeech.2019-2080
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Kordon F., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery
22nd International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (Shenzhen, October 13, 2019 - October 17, 2019)
In: Shen D., Liu T., Peters T.M., Staib L.H., Essert C., Zhou S., Yap P.-T., Khan A. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32226-7_69
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Kordon F., Lasowski R., Swartman B., Franke J., Fischer P., Kunze H.:
Improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (ed.): Bildverarbeitung für die Medizin 2019, Wiesbaden: 2019
DOI: 10.1007/978-3-658-25326-4_24
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Kuhnert N., Maier A.:
Flexible Log File Parsing Using Hidden Markov Models
DOI: 10.5121/csit.2019.91201
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Kurzendorfer T., Breininger K., Steidl S., Maier A., Fahrig R.:
Left ventricle segmentation in LGE-MRI using multiclass learning
Medical Imaging 2019: Image Processing (San Diego, CA, February 19, 2019 - February 21, 2019)
In: Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2511610
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Lee B., Chen S., Moult EM., Alibhai AY., Carrasco-Zevallos O., Husvogt L., Mehta N., Waheed NK., Duker JS., Fujimoto JG.:
Ultrahigh-Resolution SD-OCT of the Human Retina with Extended Imaging Range Using Reference Arm Length Modulation
ARVO Annual Meeting 2019 (Vancouver, B.C., Canada, April 28, 2019 - May 2, 2019)
In: Investigative Ophthalmology & Visual Science 2019
URL: https://iovs.arvojournals.org/article.aspx?articleid=2746181&resultClick=1
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Leipert M., Sadowski J., Kießling M., Ngandeu EK., Maier A.:
A Mixed Reality Simulation for Robotic Systems
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas Tolxdorff, Klaus H. Maier-Hein, Andreas Maier, Heinz Handels, Christoph Palm, Thomas M. Deserno (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_49
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Li Q., Luckner C., Hertel M., Radicke M., Maier A.:
Combining Ultrasound and X-Ray Imaging for Mammography: A Prototype Design
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_55
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Luckner C., Magdalena H., Ritschl L., Maier A., Kappler S.:
Assessment of measurement deviations: length-extended x-ray imaging for orthopedic applications
SPIE: Medical Imaging (San Diego, CA, USA)
In: Medical Imaging 2019: Physics of Medical Imaging 2019
DOI: 10.1117/12.2511507
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Madhu P., Kosti RV., Mührenberg L., Bell P., Maier A., Christlein V.:
Recognizing Characters in Art History Using Deep Learning
SUMAC 2019 - The 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (Nice, October 21, 2019 - October 25, 2019)
In: Recognizing Characters in Art History Using Deep Learning 2019
DOI: 10.1145/3347317.3357242
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Magdalena H., Luckner C., Wicklein J., Grunz JP., Gassenmaier T., Ritschl L., Kappler S.:
Misalignment compensation for ultra-high-resolution and fast CBCT acquisitions
SPIE: Medical Imaging (San Diego)
In: Medical Imaging 2019: Physics of Medical Imaging 2019
DOI: 10.1117/12.2513276
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Maier J., Black M., Hall M., Choi JH., Levenston M., Gold G., Fahrig R., Eskofier B., Maier A.:
Smooth Ride: Low-Pass Filtering of Manual Segmentations Improves Consensus
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Bildverarbeitung für die Medizin 2019 2019
DOI: 10.1007/978-3-658-25326-4_21
URL: https://link.springer.com/chapter/10.1007/978-3-658-25326-4_21
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Martínek J., Lenc L., Král P., Nikolaou A., Christlein V.:
Hybrid Training Data for Historical Text OCR
2019 International Conference on Document Analysis and Recognition (ICDAR) (Sydney, September 20, 2019 - September 25, 2019)
In: 2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
DOI: 10.1109/ICDAR.2019.00096
URL: https://www.researchgate.net/profile/Vincent_Christlein/publication/339025333_Hybrid_Training_Data_for_Historical_Text_OCR/links/5e41bf48a6fdccd9659a17e2/Hybrid-Training-Data-for-Historical-Text-OCR.pdf
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Mayr M., Hoffmann M., Maier A., Christlein V.:
Weakly Supervised Segmentation of Cracks on Solar Cells using Normalized Lp Norm
2019 IEEE International Conference on Image Processing (Taipei, September 22, 2019 - September 25, 2019)
In: IEEE (ed.): 2019 IEEE International Conference on Image Processing (ICIP) 2019
DOI: 10.1109/ICIP.2019.8803116
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Mayr19-WSS.pdf
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Mill L., Kling L., Grüneboom A., Schett G., Christiansen S., Maier A.:
Towards In-Vivo X-Ray Nanoscopy: Acquisition Parameters vs. Image Quality
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_56
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Moult E., Alibhai AY., Lee B., Ploner S., Maier A., Duker JS., Waheed NK., Fujimoto JG.:
Relationship between CC Impairment and GA Growth: An Optical Coherence Tomography Angiography Study
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, April 28, 2019 - May 2, 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
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Mustafa A., Biswas A., Bergler C., Schottenhamml J., Maier A.:
Analysis by adversarial synthesis - A novel approach for speech vocoding
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, AUT, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-1195
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Neufeld D., Würfl T., Gruber R., Schön T., Maier A.:
Realistic Image Synthesis of Imperfect Specimens using Generative Networks
9th Conference on Industrial Computed Tomography (iCT 2019) (Padova)
In: Proceedings of the 9th Conference on Industrial Computed Tomography (iCT 2019) 2019
Open Access: https://www.ndt.net/article/ctc2019/papers/iCT2019_Full_paper_33.pdf
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Neufeld19-RIS.pdf
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Nicolaou A., Dey S., Christlein V., Maier A., Karatzas D.:
Non-deterministic Behavior of Ranking-Based Metrics When Evaluating Embeddings
2nd International Workshop on Reproducible Research in Pattern Recognition, RRPR 2018 (Beijing, August 20, 2018 - August 20, 2018)
In: Hugues Talbot, Pascal Monasse, Bertrand Kerautret, Miguel Colom, Daniel Lopresti (ed.): RRPR 2018: Reproducible Research in Pattern Recognition 2019
DOI: 10.1007/978-3-030-23987-9_5
URL: https://arxiv.org/pdf/1806.07171.pdf
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Patwari M., Gutjahr R., Raupach R., Maier A.:
Measuring CT Reconstruction Quality with Deep Convolutional Networks
Second International Workshop on Machine Learning for Medical Image Reconstruction (Shenzhen, China, October 17, 2019 - October 17, 2019)
In: Knoll F., Maier A., Rueckert D., Ye J. (ed.): Machine Learning for Medical Image Reconstruction 2019
DOI: 10.1007/978-3-030-33843-5_11
URL: https://link.springer.com/chapter/10.1007/978-3-030-33843-5_11
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Perez-Toro PA., Vasquez Correa J., Strauß M., Orozco Arroyave JR., Nöth E.:
Natural Language Analysis to Detect Parkinson's Disease
DOI: 10.1007/978-3-030-27947-9_7
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Ploner S., Schottenhamml J., Moult EM., Husvogt L., Alibhai AY., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Correction of artifacts from misregistered B-scans in orthogonally scanned and registered OCT angiography
ARVO Annual Meeting 2019 (Vancouver, B.C., Canada, April 28, 2019 - May 2, 2019)
In: Investigative Ophthalmology & Visual Science 2019
URL: https://iovs.arvojournals.org/article.aspx?articleid=2745781&resultClick=1
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Preuhs A., Manhart M., Hoppe E., Kowarschik M., Maier A.:
Motion Gradients for Epipolar Consistency
15th International Meeting on Fully Three-Dimensional Image Reconstruction (Philadelphia, PA, June 2, 2019 - June 6, 2019)
DOI: 10.1117/12.2532319
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Preuhs A., Manhart M., Roser P., Stimpel B., Syben-Leisner C., Psychogios M., Kowarschik M., Maier A.:
Image Quality Assessment for Rigid Motion Compensation
MedNeurips (Vancouver, Canada, December 8, 2019 - December 14, 2019)
Open Access: https://arxiv.org/abs/1910.04254
URL: https://arxiv.org/abs/1910.04254
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Preuhs A., Ravikumar N., Manhart M., Stimpel B., Hoppe E., Syben-Leisner C., Kowarschik M., Maier A.:
Maximum Likelihood Estimation of Head Motion Using Epipolar Consistency
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_29
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Pérez-Toro PA., Vasquez Correa J., Strauß M., Orozco Arroyave JR., Nöth E.:
Natural Language Analysis to Detect Parkinson’s Disease
22nd International Conference on Text, Speech, and Dialogue, TSD 2019 (Ljubljana, September 11, 2019 - September 13, 2019)
In: Kamil Ekštein (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-27947-9_7
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Reymann M., Würfl T., Ritt P., Cachovan M., Stimpel B., Maier A.:
Deep Image Denoising in SPECT
Annual Congress of the European Association of Nuclear Medicine (Barcelona, October 12, 2019 - October 16, 2019)
In: Springer-Verlag GmbH Germany, part of Springer Nature 2019 (ed.): European Journal of Nuclear Medicine and Molecular Imaging (2019) 46 (Suppl 1): S1–S952, 10.1007/s00259-019-04486-2, Berlin, Heidelberg: 2019
DOI: 10.1007/s00259-019-04486-2
URL: https://link.springer.com/article/10.1007/s00259-019-04486-2
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Reymann M., Würfl T., Stimpel B., Ritt P., Cachovan M., Vija AH., Maier A.:
U-Net for SPECT Image Denoising
2019 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) (Manchester, October 26, 2019 - November 2, 2019)
In: IEEE (ed.): 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) 2019
DOI: 10.1109/nss/mic42101.2019.9059879
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Roser P., Birkhold A., Zhong X., Stepina E., Kowarschik M., Fahrig R., Maier A.:
Effects of Tissue Material Properties on X-Ray Image, Scatter and Patient Dose A Monte Carlo Simulation
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_60
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Rueda A., Vasquez Correa J., Rios-Urrego CD., Orozco-Arroyave JR., Krishnan S., Nöth E.:
Feature representation of pathophysiology of parkinsonian dysarthria
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-2490
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Schaffert R., Wang J., Fischer P., Borsdorf A., Maier A.:
Metric-Driven Learning of Correspondence Weighting for 2-D/3-D Image Registration
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart, October 9, 2018 - October 12, 2018)
In: Thomas Brox, Mario Fritz, Andrés Bruhn (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-12939-2_11
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Schottenhamml J., Ploner S., Moult EM., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
Deep learning based hybrid OCT-OCTA segmentation of Bruch's membrane in pathology
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, April 28, 2019 - May 2, 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
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Schröter H., Nöth E., Maier A., Cheng R., Barth V., Bergler C.:
Segmentation, Classification, and Visualization of Orca Calls Using Deep Learning
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Brighton, May 12, 2019 - May 17, 2019)
In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
DOI: 10.1109/ICASSP.2019.8683785
URL: https://ieeexplore.ieee.org/abstract/document/8683785
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Schuller B., Batliner A., Bergler C., Porkony FB., Krajewski J., Cychosz M., Vollmann R., Roelen SD., Schnieder S., Bergelson E., Cristia A., Seidl A., Warlaumont AS., Yankowitz L., Nöth E., Amiriparian S., Hantke S., Schmitt M.:
The INTERSPEECH 2019 Computational Paralinguistics Challenge: Styrian Dialects, Continuous Sleepiness, Baby Sounds & Orca Activity
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, AUT, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019 2019
DOI: 10.21437/Interspeech.2019-1122
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Schwinn L., Haderlein T., Nöth E., Maier A.:
Impact of Pathologies on Automatic Age Estimation
Fortschritte der Akustik - DAGA 2019 (DAGA 2019 - 45. Jahrestagung für Akustik) (Rostock, March 18, 2019 - March 21, 2019)
In: Deutsche Gesellschaft für Akustik e.V. (ed.): Fortschritte der Akustik - DAGA 2019, Rostock: 2019
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2019/Schwinn19-IOP.pdf
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Seuret M., Limbach S., Weichselbaumer N., Maier A., Christlein V.:
Dataset of pages from early printed books with multiple font groups
5th International Workshop on Historical Document Imaging and Processing, HIP 2019, held in conjunction with ICDAR 2019 (Sydney, NSW, September 20, 2019 - September 21, 2019)
In: ACM International Conference Proceeding Series 2019
DOI: 10.1145/3352631.3352640
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Stimpel B., Syben-Leisner C., Schirrmacher F., Dörfler A., Maier A., Hölter P.:
Multi-Modal Super-Resolution with Deep Guided Filtering
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_25
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Stimpel B., Syben-Leisner C., Würfl T., Breininger K., Lommen J., Dörfler A., Maier A.:
Projection image-to-image translation in hybrid x-ray/MR imaging
Medical Imaging 2019: Image Processing (San Diego, CA, February 19, 2019 - February 21, 2019)
In: Bennett A. Landman, Elsa D. Angelini, Elsa D. Angelini, Elsa D. Angelini (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2019
DOI: 10.1117/12.2512195
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Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Deriving Neural Network Architectures Using Precision Learning: Parallel-to-Fan Beam Conversion
40th German Conference on Pattern Recognition, GCPR 2018 (Stuttgart)
DOI: 10.1007/978-3-030-12939-2_35
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Syben-Leisner C., Stimpel B., Lommen J., Würfl T., Dörfler A., Maier A.:
Fan-to-Parallel Beam Conversion: Deriving Neural Network Architectures Using Precision Learning
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_9
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Torres-Rodríguez I., Ferrer Riesgo CA., Velarde-Reyes E., Taboada-Crispi A.:
Improving ensemble averaging by epoch detrending in evoked potentials
23rd Iberoamerican Congress on Pattern Recognition, CIARP 2018 (Madrid, November 19, 2018 - November 22, 2018)
In: Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-13469-3_82
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Vasquez Correa J., Klumpp P., Orozco Arroyave JR., Nöth E.:
Phonet: A tool based on gated recurrent neural networks to extract phonological posteriors from speech
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-1405
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Vesal S., Ravikumar N., Maier A.:
A 2D dilated residual U-net for multi-organ segmentation in thoracic CT
2019 SegTHOR Challenge: Segmentation of THoracic Organs at Risk in CT Images, SegTHOR 2019 (Venice, April 10, 2019)
In: Su Ruan, Caroline Petitjean, Bernard Dubray, Bernard Dubray, Zoe Lambert (ed.): CEUR Workshop Proceedings 2019
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Vesal S., Ravikumar N., Maier A.:
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
In: STACOM 2019 2019
DOI: 10.1007/978-3-030-39074-7_32
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Vesal S., Ravikumar N., Maier A.:
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI
International Workshop on Statistical Atlases and Computational Models of the Heart
In: STACOM 2018: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 2019
DOI: 10.1007/978-3-030-12029-0_35
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Vásquez-Correa JC., Klumpp P., Arias-Vergara T., Strauss M., Küderle A., Roth N., Bayerl S., García-Ospina N., Perez Toro PA., Parra-Gallego LF., Rios-Urrego CD., Escobar-Grisales D., Orozco-Arroyave JR., Eskofier B., Nöth E.:
Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, September 15, 2019 - September 19, 2019)
In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
DOI: 10.21437/Interspeech.2019-8003
URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
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Weichselbaumer N., Seuret M., Limbach S., Christlein V., Maier A.:
Automatic Font Group Recognition in Early Printed Books
DHd 2019 (Mainz und Frankfurt, March 25, 2019 - March 29, 2019)
In: Patrick Sahle (ed.): 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum e.V. 2019
DOI: 10.5281/zenodo.2596095
URL: https://zenodo.org/record/2596095
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Wodzinski M., Skalski A., Hemmerling D., Orozco-Arroyave JR., Nöth E.:
Deep Learning Approach to Parkinson's Disease Detection Using Voice Recordings and Convolutional Neural Network Dedicated to Image Classification
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019 (Berlin, July 23, 2019 - July 27, 2019)
In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2019
DOI: 10.1109/EMBC.2019.8856972
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Würfl T., Aichert A., Maass N., Dennerlein F., Maier A.:
Estimating the Fundamental Matrix Without Point Correspondences WithApplication to Transmission Imaging
International Conference on Computer Vision 2019 (Seoul, Südkorea, October 27, 2019 - November 2, 2019)
In: Proceedings of the IEEE International Conference on Computer Vision 2019
DOI: 10.1109/iccv.2019.00116
URL: http://openaccess.thecvf.com/content_ICCV_2019/papers/Wurfl_Estimating_the_Fundamental_Matrix_Without_Point_Correspondences_With_Application_to_ICCV_2019_paper.pdf
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Xu Y., Schebesch F., Ravikumar N., Maier A.:
Detection of Unseen Low-Contrast Signals Using Classic and Novel Model Observers
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_47
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Yoon SS., Hoppe E., Schmidt M., Forman C., Sharma P., Tillmanns C., Maier A., Wetzl J.:
Automatic Cardiac Resting Phase Detection for Static Cardiac Imaging Using Deep Neural Networks
Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition (Montreal, May 11, 2019 - May 16, 2019)
In: Proceedings of the Joint Annual Meeting ISMRM-ESMRMB (27th Annual Meeting & Exhibition) 2019
URL: https://index.mirasmart.com/ISMRM2019/PDFfiles/2131.html
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Zaech JN., Gao C., Bier B., Taylor R., Maier A., Navab N., Unberath M.:
Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories
22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, October 13, 2019 - October 17, 2019)
In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019
DOI: 10.1007/978-3-030-32254-0_2
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Zarei S., Stimpel B., Syben-Leisner C., Maier A.:
User Loss A Forced-Choice-Inspired Approach to Train Neural Networks Directly by User Interaction
Workshop on Bildverarbeitung fur die Medizin, 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Thomas M. Deserno, Andreas Maier, Christoph Palm, Heinz Handels, Klaus H. Maier-Hein, Thomas Tolxdorff (ed.): Informatik aktuell 2019
DOI: 10.1007/978-3-658-25326-4_22
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Zhong X., Roser P., Bayer S., Ravikumar N., Strobel N., Birkhold A., Horz T., Kowarschik M., Fahrig R., Maier A.:
Pediatric Patient Surface Model Atlas Generation and X-Ray Skin Dose Estimation
Bildverarbeitung für die Medizin (Lübeck, March 17, 2019 - March 19, 2019)
In: BVM 2019
DOI: 10.1007/978-3-658-25326-4_27
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