2021 - Pattern Recognition Lab

Dissertations

Felsner L.:
Advanced 3-D Reconstruction of Talbot-Lau Data (Dissertation, 2021)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/17949
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Gaffling S.:
Reference-free Three-Dimensional Reconstruction of Digitized Histological Slice Sequences (Dissertation, 2021)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/17046
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Maier J.:
Methods for Weight-bearing C-arm Cone-Beam Computed Tomography of the Knees (Dissertation, 2021)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/17559
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Syben C.:
Known Operator Learning for a Hybrid Magnetic Resonance/X-ray Imaging Acquisition Scheme (Dissertation, 2021)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/16830
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Monographs

No publications found.

Journal articles

Anchang CG., Xu C., Raimondo MG., Atreya R., Maier A., Schett G., Zaburdaev V., Rauber S., Ramming A.:
The potential of omics technologies for the treatment of immune‐mediated inflammatory diseases
In: International Journal of Molecular Sciences 22 (2021), Article No.: 7506
ISSN: 1422-0067
DOI: 10.3390/ijms22147506
BibTeX: Download
Bergler C., Gebhard A., Towers JR., Butyrev L., Sutton GJ., Shaw TJH., Maier A., Nöth E.:
FIN-PRINT a fully-automated multi-stage deep-learning-based framework for the individual recognition of killer whales
In: Scientific Reports 11 (2021), p. 1-16
ISSN: 2045-2322
DOI: 10.1038/s41598-021-02506-6
BibTeX: Download
Davari A., Islam S., Seehaus T., Hartmann A., Braun M., Maier A., Christlein V.:
On Mathews Correlation Coefficient and Improved Distance Map Loss for Automatic Glacier Calving Front Segmentation in SAR Imagery
In: IEEE Transactions on Geoscience and Remote Sensing (2021), p. 1-12
ISSN: 0196-2892
DOI: 10.1109/TGRS.2021.3115883
URL: https://arxiv.org/abs/2102.08312
BibTeX: Download
Deitsch S., Buerhop-Lutz C., Sovetkin E., Steland A., Gallwitz F., Maier A., Rieß C.:
Segmentation of Photovoltaic Module Cells in Uncalibrated Electroluminescence Images
In: Machine Vision and Applications 32 (2021), Article No.: 84
ISSN: 1432-1769
DOI: 10.1007/s00138-021-01191-9
URL: https://arxiv.org/pdf/1806.06530.pdf
BibTeX: Download
(Techreport)
Denck J., Guehring J., Maier A., Rothgang E.:
Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks
In: Journal of Imaging (2021)
ISSN: 2313-433X
DOI: 10.3390/jimaging7080133
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Denck J., Guehring J., Maier A., Rothgang E.:
MR-contrast-aware image-to-image translations with generative adversarial networks
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02433-x
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Doll B., Hepp J., Hoffmann M., Schuler R., Buerhop-Lutz C., Peters IM., Hauch J., Maier A., Brabec C.:
Photoluminescence for Defect Detection on Full-Sized Photovoltaic Modules
In: IEEE Journal of Photovoltaics (2021)
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2021.3099739
BibTeX: Download
Dos Reis ES., Seewald LA., Antunes RS., Rodrigues VF., Righi RDR., Da Costa CA., Da Silveira Jr LG., Eskofier B., Maier A., Horz T., Fahrig R.:
Monocular multi-person pose estimation: A survey
In: Pattern Recognition 118 (2021)
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108046
BibTeX: Download
Dreizin D., Goldmann F., LeBedis C., Boscak A., Dattwyler M., Bodanapally U., Li G., Anderson S., Maier A., Unberath M.:
An Automated Deep Learning Method for Tile AO/OTA Pelvic Fracture Severity Grading from Trauma whole-Body CT
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00399-x
BibTeX: Download
Felsner L., Roser P., Maier A., Riess C.:
Comparison of methods for sensitivity correction in Talbot–Lau computed tomography
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02487-x
BibTeX: Download
Folle L., Meinderink T., Simon D., Liphardt AM., Krönke G., Schett G., Kleyer A., Maier A.:
Deep learning methods allow fully automated segmentation of metacarpal bones to quantify volumetric bone mineral density
In: Scientific Reports 11 (2021), p. 9697
ISSN: 2045-2322
DOI: 10.1038/s41598-021-89111-9
BibTeX: Download
Fu W., Breininger K., Schaffert R., Pan Z., Maier A.:
“Keep it simple, scholar”: an experimental analysis of few-parameter segmentation networks for retinal vessels in fundus imaging
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02340-1
BibTeX: Download
Führes T., Riexinger A., Loh M., Martin J., Wetscherek A., Kuder TA., Uder M., Hensel B., Laun FB.:
Echo time dependence of biexponential and triexponential intravoxel incoherent motion parameters in the liver
In: Magnetic Resonance in Medicine (2021)
ISSN: 0740-3194
DOI: 10.1002/mrm.28996
BibTeX: Download
Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network
In: Magnetic Resonance in Medicine (2021)
ISSN: 0740-3194
DOI: 10.1002/mrm.29100
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Garcia AM., Arias-Vergara T., C. Vasquez-Correa J., Nöth E., Schuster M., Welch AE., Bocanegra Y., Baena A., Orozco-Arroyave JR.:
Cognitive Determinants of Dysarthria in Parkinson's Disease: An Automated Machine Learning Approach
In: Movement Disorders (2021)
ISSN: 0885-3185
DOI: 10.1002/mds.28751
BibTeX: Download
Geng M., Tian Z., Jiang Z., You Y., Feng X., Xia Y., Yang K., Ren Q., Meng X., Maier A., Lu Y.:
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography
In: IEEE Transactions on Medical Imaging 40 (2021), p. 571-584
ISSN: 0278-0062
DOI: 10.1109/TMI.2020.3031617
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Gottschalk T., Maier A., Kordon F., Kreher BW.:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
ISSN: 2766-905X
Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
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Gourmelon N., Bayer S., Mayle M., Bach G., Bebber C., Munck C., Sosna C., Maier A.:
Implications of Experiment Set-Ups for Residential Water End-Use Classification
In: Water 13 (2021), Article No.: 236
ISSN: 2073-4441
DOI: 10.3390/w13020236
URL: https://www.mdpi.com/2073-4441/13/2/236
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Gündel S., Setio AA., Ghesu FC., Grbic S., Georgescu B., Maier A., Comaniciu D.:
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
In: Medical Image Analysis (2021)
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102087
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Haas O., Hutzler M., Egginger TH., Maier A., Rothgang E.:
Automating Time-Consuming and Error-Prone Manual Nursing Management Documentation Processes
In: CIN - Computers, Informatics, Nursing Publish Ahead of Print (2021)
ISSN: 1538-2931
DOI: 10.1097/CIN.0000000000000790
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Haas O., Lopera Gonzalez LI., Hofmann S., Ostgathe C., Maier A., Rothgang E., Amft O., Steigleder T.:
Predicting Anxiety in Routine Palliative Care Using Bayesian-Inspired Association Rule Mining
In: Frontiers in Digital Health 3 (2021)
ISSN: 2673-253X
DOI: 10.3389/fdgth.2021.724049
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Haas O., Maier A., Rothgang E.:
Machine Learning-Based HIV Risk Estimation Using Incidence Rate Ratios
In: Frontiers in Reproductive Health 3 (2021)
ISSN: 2673-3153
DOI: 10.3389/frph.2021.756405
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Haas O., Maier A., Rothgang E.:
Rule-Based Models for Risk Estimation and Analysis of In-hospital Mortality in Emergency and Critical Care
In: Frontiers in Medicine 8 (2021)
ISSN: 2296-858X
DOI: 10.3389/fmed.2021.785711
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Herl G., Hiller J., Thies M., Zaech JN., Unberath M., Maier A.:
Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography
In: IEEE Transactions on Computational Imaging 7 (2021), p. 894-907
ISSN: 2333-9403
DOI: 10.1109/TCI.2021.3102824
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Herrler J., Liebig P., Gumbrecht R., Ritter D., Schmitter S., Maier A., Schmidt M., Uder M., Dörfler A., Nagel AM.:
Fast online-customized (FOCUS) parallel transmission pulses: A combination of universal pulses and individual optimization
In: Magnetic Resonance in Medicine (2021)
ISSN: 0740-3194
DOI: 10.1002/mrm.28643
BibTeX: Download
Hiemann A., Kautz T., Zottmann T., Hlawitschka M.:
Enhancement of speed and accuracy trade-off for sports ball detection in videos—finding fast moving, small objects in real time
In: Sensors 21 (2021), Article No.: 3214
ISSN: 1424-8220
DOI: 10.3390/s21093214
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Hoffmann M., Buerhop-Lutz C., Reeb L., Pickel T., Winkler T., Doll B., Würfl T., Peters IM., Brabec C., Maier A., Christlein V.:
Deep Learning-based Pipeline for Module Power Prediction from EL Measurements
In: Progress in Photovoltaics: Research and Applications (2021)
ISSN: 1099-159X
DOI: 10.1002/pip.3416
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Hoffmann M., Köhler T., Doll B., Schebesch F., Talkenberg F., Peters IM., Brabec C., Maier A., Christlein V.:
Joint Super-Resolution and Rectification for Solar Cell Inspection
In: IEEE Journal of Photovoltaics 11 (2021), p. 1051-1058
ISSN: 2156-3381
DOI: 10.1109/JPHOTOV.2021.3072229
URL: https://arxiv.org/pdf/2011.05003.pdf
BibTeX: Download
Hoppe E., Wetzl J., Yoon SS., Bacher M., Roser P., Stimpel B., Preuhs A., Maier A.:
Deep learning-based ECG-free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/tmi.2021.3073091
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Huang Y., Fan F., Syben-Leisner C., Roser P., Mill L., Maier A.:
Cephalogram Synthesis and Landmark Detection in Dental Cone-Beam CT Systems
In: Medical Image Analysis 70 (2021), Article No.: ARTN 102028
ISSN: 1361-8415
DOI: 10.1016/j.media.2021.102028
URL: https://www.sciencedirect.com/science/article/abs/pii/S1361841521000748
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Huang Y., Preuhs A., Manhart M., Lauritsch G., Maier A.:
Data Extrapolation from Learned Prior Images for Truncation Correction in Computed Tomography
In: IEEE Transactions on Medical Imaging (2021), Article No.: 9400411
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3072568
URL: https://ieeexplore.ieee.org/document/9400411
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Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai AY., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
In: Biomedical Optics Express 12 (2021), p. 55-68
ISSN: 2156-7085
DOI: 10.1364/BOE.408903
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-55&id=444277
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Jiang Z., Huang Z., Qiu B., Meng X., You Y., Liu X., Geng M., Liu G., Zhou C., Yang K., Maier A., Ren Q., Lu Y.:
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
In: IEEE transactions on medical imaging 40 (2021), p. 688-698
ISSN: 1558-254X
DOI: 10.1109/TMI.2020.3035154
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Klumpp P., Arias Vergara T., Vásquez-Correa JC., Perez Toro PA., Orozco-Arroyave JR., Batliner A., Nöth E.:
The Phonetic Footprint of Parkinson's Disease
In: Computer Speech and Language 72 (2021)
ISSN: 0885-2308
DOI: 10.1016/j.csl.2021.101321
URL: https://www.sciencedirect.com/science/article/abs/pii/S0885230821001169
BibTeX: Download
Krauß P., Metzner C., Joshi N., Schulze H., Traxdorf M., Maier A., Schilling A.:
Analysis and visualization of sleep stages based on deep neural networks
In: Neurobiology of Sleep and Circadian Rhythms 10 (2021), Article No.: 100064
ISSN: 2451-9944
DOI: 10.1016/j.nbscr.2021.100064
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Kuruvila I., Demir K., Fischer E., Hoppe U.:
Inference of the Selective Auditory Attention using Sequential LMMSE Estimation
In: IEEE transactions on bio-medical engineering (2021)
ISSN: 1558-2531
DOI: 10.1109/TBME.2021.3075337
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Lai X., Zhou J., Wessely A., Heppt M., Maier A., Berking C., Vera J., Zhang L.:
A disease network-based deep learning approach for characterizing melanoma
In: International Journal of Cancer (2021)
ISSN: 0020-7136
DOI: 10.1002/ijc.33860
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Lenc L., Martínek J., Král P., Nicolao A., Christlein V.:
HDPA: historical document processing and analysis framework
In: Evolving Systems 12 (2021), p. 177–190
ISSN: 1868-6478
DOI: 10.1007/s12530-020-09343-4
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Maier A., Deserno TM., Handels H., Maier-Hein K., Palm C., Tolxdorff T.:
IJCARS: BVM 2021 special issue
In: International Journal of Computer Assisted Radiology and Surgery (2021)
ISSN: 1861-6410
DOI: 10.1007/s11548-021-02534-7
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Maier J., Maier A., Eskofier B., Fahrig R., Choi JH.:
3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT
In: IEEE Access 9 (2021), p. 71821-71831
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3079368
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Martindale C., Christlein V., Klumpp P., Eskofier B.:
Wearables-based multi-task gait and activity segmentation using recurrent neural networks
In: Neurocomputing 432 (2021), p. 250-261
ISSN: 0925-2312
DOI: 10.1016/j.neucom.2020.08.079
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Marzahl C., Aubreville M., Bertram CA., Maier J., Bergler C., Kröger C., Voigt J., Breininger K., Klopfleisch R., Maier A.:
EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control
In: Scientific Reports 11 (2021), Article No.: 4343
ISSN: 2045-2322
DOI: 10.1038/s41598-021-83827-4
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Meister F., Passerini T., Audigier C., Lluch È., Mihalef V., Ashikaga H., Maier A., Halperin H., Mansi T.:
Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks
In: Frontiers in Physiology 12 (2021)
ISSN: 1664-042X
DOI: 10.3389/fphys.2021.694869
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Mill L., Wolff D., Gerrits N., Philipp P., Kling L., Vollnhals F., Ignatenko A., Jaremenko C., Huang Y., De Castro O., Audinot JN., Nelissen I., Wirtz T., Maier A., Christiansen S.:
Synthetic Image Rendering Solves Annotation Problem in Deep Learning Nanoparticle Segmentation
In: Small Methods (2021)
ISSN: 2366-9608
DOI: 10.1002/smtd.202100223
URL: https://onlinelibrary.wiley.com/doi/full/10.1002/smtd.202100223
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Mohamed MM., Nessiem MA., Batliner A., Bergler C., Hantke S., Schmitt M., Baird A., Mallol-Ragolta A., Karas V., Amiriparian S., Schuller BW.:
Face mask recognition from audio: The MASC database and an overview on the mask challenge
In: Pattern Recognition 122 (2021), p. 108361
ISSN: 0031-3203
DOI: 10.1016/j.patcog.2021.108361
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Orozco Arroyave JR., Amato F., Borzi L., Olmo G.:
An algorithm for Parkinson's disease speech classification based on isolated words analysis
In: Health Information Science and Systems 9 (2021)
ISSN: 2047-2501
DOI: 10.1007/s13755-021-00162-8
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Pan J., Pan Z.:
Novel robust stability criteria for uncertain parameter quaternionic neural networks with mixed delays: Whole quaternionic method
In: Applied Mathematics and Computation 407 (2021), Article No.: 126326
ISSN: 0096-3003
DOI: 10.1016/j.amc.2021.126326
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Perez Toro PA., Vasquez Correa J., Bocklet T., Nöth E., Orozco-Arroyave JR.:
User State Modeling Based on the Arousal-Valence Plane: Applications in Customer Satisfaction and Health-Care
In: IEEE Transactions on Affective Computing (2021)
ISSN: 1949-3045
DOI: 10.1109/TAFFC.2021.3112543
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Ploner S., Kraus M., Moult EM., Husvogt L., Schottenhamml J., Yasin Alibhai A., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Efficient and high accuracy 3-D OCT angiography motion correction in pathology
In: Biomedical Optics Express 12 (2021), p. 125-146
ISSN: 2156-7085
DOI: 10.1364/BOE.411117
URL: https://www.osapublishing.org/boe/fulltext.cfm?uri=boe-12-1-125
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Ramos VM., Vasquez Correa J., Cremers R., Van Den Steen L., Nöth E., De Bodt M., Van Nuffelen G.:
Automatic boost articulation therapy in adults with dysarthria: Acceptability, usability and user interaction
In: International Journal of Language & Communication Disorders (2021)
ISSN: 1368-2822
DOI: 10.1111/1460-6984.12647
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Rao Q., Lu Y., Song L., Hou Y., Zhan X., Zhang Q.:
Highly Efficient Self-Repairing Slippery Liquid-Infused Surface with Promising Anti-Icing and Anti-Fouling Performance
In: ACS Applied Materials and Interfaces (2021)
ISSN: 1944-8244
DOI: 10.1021/acsami.1c09491
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Reich M., Dreesbach M., Boehringer D., Schottenhamml J., Gehring E., Scholl HP., Inglin N., Agostini H., Reinhard T., Lagrèze WA., Spaide RF., Lange C., Maloca PM.:
NEGATIVE VESSEL REMODELING IN STARGARDT DISEASE QUANTIFIED WITH VOLUME-RENDERED OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY
In: Retina (Philadelphia, Pa.) 41 (2021), p. 1948-1957
ISSN: 1539-2864
DOI: 10.1097/IAE.0000000000003110
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Roldan-Vasco S., Orozco-Duque A., Suarez-Escudero JC., Orozco Arroyave JR.:
Machine learning based analysis of speech dimensions in functional oropharyngeal dysphagia
In: Computer Methods and Programs in Biomedicine 208 (2021), Article No.: 106248
ISSN: 0169-2607
DOI: 10.1016/j.cmpb.2021.106248
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Roser P., Birkhold A., Preuhs A., Syben-Leisner C., Felsner L., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
X-ray Scatter Estimation Using Deep Splines
In: IEEE Transactions on Medical Imaging (2021)
ISSN: 0278-0062
DOI: 10.1109/TMI.2021.3074712
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Rücker N., Pflueger L., Maier A.:
Hardware Failure Prediction on Imbalanced Times Series Data: Generation of Artificial Data Using Gaussian Process and Applying LSTMFCN to Predict Broken Hardware
In: Journal of Digital Imaging (2021)
ISSN: 0897-1889
DOI: 10.1007/s10278-020-00411-4
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Schilling A., Maier A., Gerum R., Metzner C., Krauß P.:
Quantifying the separability of data classes in neural networks
In: Neural Networks 139 (2021), p. 278-293
ISSN: 0893-6080
DOI: 10.1016/j.neunet.2021.03.035
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Schottenhamml J., Moult EM., Ploner S., Chen S., Novais E., Husvogt L., Duker JS., Waheed NK., Fujimoto JG., Maier A.:
OCT-OCTA segmentation: Combining structural and blood flow information to segment bruch's membrane
In: Biomedical Optics Express 12 (2021), p. 84-99
ISSN: 2156-7085
DOI: 10.1364/BOE.398222
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Schottenhamml J., Wuerfl T., Mardin S., Ploner S., Husvogt L., Hohberger B., Lämmer R., Mardin C., Maier A.:
Glaucoma classification in 3 x 3 mm en face macular scans using deep learning in a different plexus
In: Biomedical Optics Express 12 (2021), p. 7434-7444
ISSN: 2156-7085
DOI: 10.1364/BOE.439991
URL: https://opg.optica.org/boe/fulltext.cfm?uri=boe-12-12-7434&id=464725
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Sechidis K., Fusaroli R., Orozco Arroyave JR., Wolf D., Zhang YP.:
A machine learning perspective on the emotional content of Parkinsonian speech
In: Artificial Intelligence in Medicine 115 (2021), Article No.: 102061
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2021.102061
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Sievert M., Auberville M., Oetter N., Stelzle F., Maier A., Mantsopoulos K., Iro H., Goncalves M.:
Confocal laser endomicroscopy of head and neck squamous cell carcinoma: a systematic review Konfokale Laser-Endomikroskopie des Kopf-Hals-Plattenepithelkarzinoms: eine systematische Übersicht
In: Laryngo-Rhino-Otologie (2021)
ISSN: 0935-8943
DOI: 10.1055/a-1339-1635
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Sievert M., Eckstein M., Mantsopoulos K., Müller SK., Stelzle F., Aubreville M., Oetter N., Maier A., Iro H., Goncalves M.:
Impact of intraepithelial capillary loops and atypical vessels in confocal laser endomicroscopy for the diagnosis of laryngeal and hypopharyngeal squamous cell carcinoma
In: European Archives of Oto-Rhino-Laryngology (2021)
ISSN: 0937-4477
DOI: 10.1007/s00405-021-06954-8
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Sievert M., Mantsopoulos K., Müller-Hübner S., Rupp R., Eckstein M., Stelzle F., Oetter N., Maier A., Aubreville M., Iro H., Goncalves M.:
Validation of a classification and scoring system for the diagnosis of laryngeal and pharyngeal squamous cell carcinomas by confocal laser endomicroscopy
In: Brazilian Journal of Otorhinolaryngology (2021)
ISSN: 1808-8694
DOI: 10.1016/j.bjorl.2021.06.002
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Sievert M., Oetter N., Aubreville M., Stelzle F., Maier A., Eckstein M., Mantsopoulos K., Gostian AO., Müller SK., Koch M., Agaimy A., Iro H., Goncalves M.:
Feasibility of intraoperative assessment of safe surgical margins during laryngectomy with confocal laser endomicroscopy: A pilot study
In: Auris Nasus Larynx (2021)
ISSN: 0385-8146
DOI: 10.1016/j.anl.2021.01.005
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Sievert M., Stelzle F., Aubreville M., Müller SK., Eckstein M., Oetter N., Maier A., Mantsopoulos K., Iro H., Goncalves M.:
Intraoperative free margins assessment of oropharyngeal squamous cell carcinoma with confocal laser endomicroscopy: a pilot study
In: European Archives of Oto-Rhino-Laryngology (2021)
ISSN: 0937-4477
DOI: 10.1007/s00405-021-06659-y
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Sindel A., Klinke T., Maier A., Christlein V.:
ChainLineNet: Deep-Learning-Based Segmentation and Parameterization of Chain Lines in Historical Prints
In: Journal of Imaging 7 (2021), Article No.: 120
ISSN: 2313-433X
DOI: 10.3390/jimaging7070120
URL: https://www.mdpi.com/2313-433X/7/7/120
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Steger J., Zimmermann A., Wittenberg T., Wilhelm D.:
Electromagnets for an endoscopic anastomosis tool in the colon
In: Current Directions in Biomedical Engineering 7 (2021), Article No.: 20211110
ISSN: 2364-5504
DOI: 10.1515/cdbme-2021-1009
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Szkitsak J., Werner R., Fernolendt S., Schwarz A., Ott O., Fietkau R., Hofmann C., Bert C.:
First clinical evaluation of breathing controlled four-dimensional computed tomography imaging
In: Physics and Imaging in Radiation Oncology 20 (2021), p. 56-61
ISSN: 2405-6316
DOI: 10.1016/j.phro.2021.09.005
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Utzschneider M., Müller M., Gast L., Lachner S., Behl NG., Maier A., Uder M., Nagel AM.:
Towards accelerated quantitative sodium MRI at 7 T in the skeletal muscle: Comparison of anisotropic acquisition- and compressed sensing techniques
In: Magnetic Resonance Imaging 75 (2021), p. 72-88
ISSN: 0730-725X
DOI: 10.1016/j.mri.2020.09.019
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Venator M., Aklanoglu S., Bruns E., Maier A.:
Enhancing Collaborative Road Scene Reconstruction with Unsupervised Domain Alignment
In: Machine Vision and Applications (2021)
ISSN: 1432-1769
DOI: 10.1007/s00138-020-01144-8
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Venator M., El Himer Y., Aklanoglu S., Bruns E., Maier A.:
Self-Supervised Learning of Domain-Invariant Local Features for Robust Visual Localization under Challenging Conditions
In: IEEE Robotics and Automation Letters (2021)
ISSN: 2377-3766
DOI: 10.1109/LRA.2021.3059571
URL: https://ieeexplore.ieee.org/document/9354898
BibTeX: Download
Vesal S., Gu M., Kosti RV., Maier A., Ravikumar N.:
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation
In: IEEE transactions on medical imaging (2021)
ISSN: 1558-254X
DOI: 10.1109/TMI.2021.3066683
BibTeX: Download
Vásquez-Correa JC., Rios-Urrego CD., Arias Vergara T., Schuster M., Rusz J., Nöth E., Orozco-Arroyave JR.:
Transfer learning helps to improve the accuracy to classify patients with different speech disorders in different languages
In: Pattern Recognition Letters (2021)
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2021.04.011
BibTeX: Download
Wagner F., Schiffers F., Willomitzer F., Cossairt O., Velten A.:
Intensity interferometry-based 3D imaging
In: Optics Express 29 (2021), p. 4733-4745
ISSN: 1094-4087
DOI: 10.1364/OE.412688
BibTeX: Download
Wenninger M., Maier A., Schmidt J.:
DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany
In: Scientific Data 8 (2021), Article No.: 176
ISSN: 2052-4463
DOI: 10.1038/s41597-021-00963-2
BibTeX: Download
Werner R., Szkitsak J., Sentker T., Madesta F., Schwarz A., Fernolendt S., Vornehm M., Gauer T., Bert C., Hofmann C.:
Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: A first comprehensive phantom study
In: Physics in Medicine and Biology 66 (2021), Article No.: 015004
ISSN: 0031-9155
DOI: 10.1088/1361-6560/abc93a
BibTeX: Download
Xiong Z., Xia Q., Hu Z., Huang N., Bian C., Zheng Y., Vesal S., Ravikumar N., Maier A., Yang X., Heng PA., Ni D., Li C., Tong Q., Si W., Puybareau E., Khoudli Y., Géraud T., Chen C., Bai W., Rueckert D., Xu L., Zhuang X., Luo X., Jia S., Sermesant M., Liu Y., Wang K., Borra D., Masci A., Corsi C., de Vente C., Veta M., Karim R., Preetha CJ., Engelhardt S., Qiao M., Wang Y., Tao Q., Nuñez-Garcia M., Camara O., Savioli N., Lamata P., Zhao J.:
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
In: Medical Image Analysis 67 (2021), Article No.: 101832
ISSN: 1361-8415
DOI: 10.1016/j.media.2020.101832
BibTeX: Download
Zhong X., Amrehn M., Ravikumar N., Chen S., Strobel N., Birkhold A., Kowarschik M., Fahrig R., Maier A.:
Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
In: Scientific Reports 11 (2021), Article No.: 3311
ISSN: 2045-2322
DOI: 10.1038/s41598-021-82370-6
BibTeX: Download

Articles in Conference Proceedings

Alberti M., Botros A., Schuetz N., Ingold R., Liwicki M., Seuret M.:
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks
25th International Conference on Pattern Recognition (ICPR) (, ELECTR NETWORK)
In: 2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), LOS ALAMITOS: 2021
DOI: 10.1109/ICPR48806.2021.9412204
BibTeX: Download
Aubreville M., Bertram CA., Donovan TA., Marzahl C., Maier A., Klopfleisch R.:
A Completely Annotated Whole Slide Image Dataset of Canine Breast Cancer to Aid Human Breast Cancer Research
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_48
BibTeX: Download
Aubreville M., Bertram CA., Marzahl C., Gurtner C., Dettwiler M., Schmidt A., Bartenschlager F., Merz S., Fragoso M., Kershaw O., Klopeisch R., Maier A.:
Abstract: Deep Learning Algorithms Out-perform Veterinary Pathologists in Detecting the Mitotically Most Active Tumor Region
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_60
BibTeX: Download
Bennett N., Zhang H., Mueller K., Fahrig R., Maier A., Levenston M., Gold G., Wang A.:
Weight-Bearing C-Arm Cone-Beam CT Using a Dynamic Range Reducer (DyRaR): Initial Prototype and Phantom Studies
In: MEDICAL PHYSICS, HOBOKEN: 2021
BibTeX: Download
Bergler C., Schmitt M., Maier A., Symonds H., Spong P., Ness S., Tzanetakis G., Nöth E.:
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, Czechia, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 2021
DOI: 10.21437/Interspeech.2021-616
BibTeX: Download
Bertram CA., Donovan TA., Tecilla M., Bartenschlager F., Fragoso M., Wilm F., Marzahl C., Breininger K., Maier A., Klopfleisch R., Aubreville M.:
Dataset on Bi- and Multi-nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_33
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Biendl M., Sindel A., Klinke T., Maier A., Christlein V.:
Automatic Chain Line Segmentation in Historical Prints
International Workshop on Fine Art Pattern Extraction and Recognition (FAPER) at International Conference on Pattern Recognition (ICPR) (Online (Milan, Italy), January 11, 2021 - January 11, 2021)
In: Pattern Recognition. ICPR International Workshops and Challenges 2021
DOI: 10.1007/978-3-030-68796-0_47
BibTeX: Download
Breininger K., Pfister M., Kowarschik M., Maier A.:
Move Over There One-click Deformation Correction for Image Fusion during Endovascular Aortic Repair
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_10
BibTeX: Download
Chatterjee S., Bayer S., Maier A.:
Prediction of Household-level Heat-Consumption using PSO enhanced SVR Model
Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021 (Online, December 14, 2021 - December 14, 2021)
In: Tackling Climate Change with Machine Learning: workshop at NeurIPS 2021, https://www.climatechange.ai/events/neurips2021.html#accepted-works: 2021
Open Access: https://www.climatechange.ai/papers/neurips2021/42/paper.pdf
URL: https://www.climatechange.ai/events/neurips2021.html#accepted-works
BibTeX: Download
Chaudhari P., Schirrmacher F., Maier A., Riess C., Köhler T.:
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing
DAGM German Conference on Pattern Recognition (virtual, September 28, 2021 - October 1, 2021)
BibTeX: Download
Chen S., Stromer D., Alnasser Alabdalrahim H., Schwab S., Weih M., Maier A.:
Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_69
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Christlein V., Weichselbaumer N., Limbach S., Seuret M.:
Proof of Concept: Automatic Type Recognition
In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
DOI: 10.18420/inf2020_122
URL: https://dl.gi.de/handle/20.500.12116/34712
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Denck J., Guehring J., Maier A., Rothgang E.:
Acquisition Parameter Conditioned Magnetic Resonance Image-to-Image Translation
BVM Workshop 2021 (Virtual, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021 2021
DOI: 10.1007/978-3-658-33198-6_49
BibTeX: Download
Denck J., Guehring J., Maier A., Rothgang E.:
Fat-Saturated MR Image Synthesis with Acquisition Parameter-Conditioned Image-to-Image Generative Adversarial Network
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download
Denzinger F., Wels M., Breininger K., Gülsün MA., Schöbinger M., André F., Buß S., Görich J., Sühling M., Maier A.:
Abstract: Automatic CAD-RADS Scoring using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_24
BibTeX: Download
Denzinger F., Wels M., Hopfgartner C., Lu J., Schöbinger M., Maier A., Sühling M.:
Coronary Plaque Analysis for CT Angiography Clinical Research
German Workshop on Medical Image Computing, 2021 (Regensburg, DEU, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_53
BibTeX: Download
Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon F., Maier A.:
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download
Dietrich-Sussner R., Davari A., Seehaus T., Braun M., Christlein V., Maier A., Rieß C.:
Synthetic Glacier SAR Image Generation from Arbitrary Masks Using Pix2Pix Algorithm
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9553853
URL: https://arxiv.org/abs/2101.03252
BibTeX: Download
Dürrbeck C., Pflaum L., Schulz M., Kallis K., Geimer T., Abu-Hossin N., Strnad V., Maier A., Fietkau R., Bert C.:
Implant-based CT estimation towards adaptive breast brachytherapy
In: RADIOTHERAPY AND ONCOLOGY, CLARE: 2021
DOI: 10.1016/s0167-8140(21)06313-1
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Escobar-Grisales D., Rios-Urrego CD., Lopez-Santander DA., Gallo-Aristizabal JD., Vasquez-Correa JC., Nöth E., Orozco-Arroyave JR.:
COLOMBIAN DIALECT RECOGNITION BASED ON INFORMATION EXTRACTED FROM SPEECH AND TEXT SIGNALS
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
In: 2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), NEW YORK: 2021
DOI: 10.1109/ASRU51503.2021.9687890
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Escobar-Grisales D., Vasquez Correa J., Orozco Arroyave JR.:
Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning
8th Workshop on Engineering Applications, WEA 2021 (Virtual, Online, October 6, 2021 - October 8, 2021)
In: Juan Carlos Figueroa-García, Yesid Díaz-Gutierrez, Elvis Eduardo Gaona-García, Alvaro David Orjuela-Cañón (ed.): Communications in Computer and Information Science 2021
DOI: 10.1007/978-3-030-86702-7_15
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Felsner L., Syben-Leisner C., Maier A., Riess C.:
Helical Dark-field Fiber Reconstruction
International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D)
BibTeX: Download
Ferrer CA., Aragón E., Hdez-Díaz ME., De Bodt MS., Cmejla R., Englert M., Behlau M., Nöth E.:
Modeling dysphonia severity as a function of roughness and breathiness ratings in the GRBAS scale
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, CZE, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
DOI: 10.21437/Interspeech.2021-1540
BibTeX: Download
Ferrer Riesgo CA., Rodriguez-Guillen R., Nöth E.:
Evaluation of GOI Detectors in EGG Signals Assuming Different Models for the Pulse Length Variability
7th International Workshop on Artificial Intelligence and Pattern Recognition (IWAIPR) (, ELECTR NETWORK)
In: PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, CHAM: 2021
DOI: 10.1007/978-3-030-89691-1_42
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Folle L., Liu C., Simon D., Meinderink T., Liphardt AM., Krönke G., Schett G., Maier A., Kleyer A.:
Differential diagnosis of RA and PsA using neural networks on 3D bone shape of finger joints
EULAR 2021 Congress (Paris, June 2, 2021 - June 5, 2021)
In: Annals of the Rheumatic Diseases 2021 2021
DOI: 10.1136/annrheumdis-2021-eular.383
URL: https://ard.bmj.com/content/80/Suppl_1/86
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Fu W., Mill L., Seitz S., Geimer T., Kling L., Possart D., Christiansen S., Maier A.:
Towards Mouse Bone X-ray Microscopy Scan Simulation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_32
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Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Deep Learning-based Adaptive Image Combination for Signal-Dropout Suppression in Liver DWI
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download
Gadjimuradov F., Benkert T., Nickel MD., Maier A.:
Partial Fourier Reconstruction in Liver DWI using a Recurrent Convolutional Network
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
BibTeX: Download
Gottschalk T., Maier A., Kordon F., Kreher BW.:
Learning-based Patch-wise Metal Segmentation with Consistency Check
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_4
BibTeX: Download
Gouet-Brunet V., Khokhlova M., Kosti RV., Weng L.:
SUMAC'21: 3rd Workshop on Structuring and Understanding of Multimedia heritAge Contents
29th ACM International Conference on Multimedia, MM 2021 (Online, October 20, 2021 - October 24, 2021)
In: MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia 2021
DOI: 10.1145/3474085.3478576
BibTeX: Download
Gourmelon N., Seehaus T., Davari A., Braun M., Maier A., Christlein V.:
Tapping the Potential of Earth Observation - Calving Front Detection in SAR Images using Deep Learning Techniques
EGU General Assembly 2021 (, April 19, 2021 - May 30, 2021)
DOI: 10.5194/egusphere-egu21-11280
BibTeX: Download
Gündel S., Setio AA., Grbic S., Maier A., Comaniciu D.:
Abstract: Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_68
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Haas O., Maier A., Rothgang E.:
Using Associative Classification and Odds Ratios for In-Hospital Mortality Risk Estimation
Workshop on Interpretable ML in Healthcare at International Conference on Machine Learning (ICML). (Online, July 23, 2021 - July 23, 2021)
Open Access: https://www.cse.cuhk.edu.hk/~qdou/public/IMLH2021_files/15_CameraReady_OddsRatios.pdf
URL: https://sites.google.com/view/imlh2021/program
BibTeX: Download
Haase V., Hahn K., Schondube H., Stierstorfer K., Maier A., Noo F.:
Image Reconstruction from Real Dual Energy CT Data Using an Analytical Energy Response Model
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2021 (Virtual, Yokohama, JPN, October 16, 2021 - October 23, 2021)
In: Hideki Tomita, Tatsuya Nakamura (ed.): 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022 2021
DOI: 10.1109/NSS/MIC44867.2021.9875701
BibTeX: Download
Haase V., Stierstorfer K., Hahn K., Schoendube H., Maier A., Noo F.:
Non-Contrast Head CT Imaging Using Dual Energy: A Study on Bias Induced by Imperfections in Energy Response and Material Knowledge
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
In: Proceedings of the 16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) 2021
BibTeX: Download
Haase V., Stierstorfer K., Hahn K., Schöndube H., Maier A., Noo F.:
Estimation of statistical weights for model-based iterative ct reconstruction
Medical Imaging 2021: Physics of Medical Imaging (, February 15, 2021 - February 19, 2021)
In: Hilde Bosmans, Wei Zhao, Lifeng Yu (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2021
DOI: 10.1117/12.2581566
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Hartmann A., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
Bayesian U-Net for Segmenting Glaciers in Sar Imagery
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9554292
URL: https://arxiv.org/abs/2101.03249
BibTeX: Download
Hernandez A., Yang SH.:
Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning
International Conference on Speech and Computer (Online, September 27, 2021 - September 30, 2021)
In: Multimodal Corpus Analysis of Autoblog 2020: Lecture Videos in Machine Learning 2021
DOI: 10.1007/978-3-030-87802-3_24
URL: https://link.springer.com/chapter/10.1007/978-3-030-87802-3_24
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Hoffmann M., Hepp J., Doll B., Buerhop-Lutz C., Peters IM., Brabec C., Maier A., Christlein V.:
Module-Power Prediction from PL Measurements using Deep Learning
(2021)
ISSN: 0160-837
DOI: 10.1109/PVSC43889.2021.9519005
URL: https://arxiv.org/pdf/2108.13640.pdf
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Holzmann M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
Glacier Calving Front Segmentation Using Attention U-Net
2021 IEEE International Symposium on Geoscience and Remote Sensing (IGARSS) (Brussels, July 11, 2021 - July 16, 2021)
DOI: 10.1109/IGARSS47720.2021.9555067
URL: https://arxiv.org/abs/2101.03247
BibTeX: Download
Hoppe E., Wetzl J., Roser P., Felsner L., Preuhs A., Maier A.:
2D Respiration Navigation Framework for 3D Continuous Cardiac Magnetic Resonance Imaging
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_38
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Hoßbach J., Splitthoff D., Clifford B., Polak D., Cauley S., Maier A.:
Prospective motion assessment within multi-shot imaging using coil mixing of the data consistency error and deep learning
ISMRM & SMRT Annual Conference & Exhibition (Virtual, May 15, 2021 - September 21, 2022)
BibTeX: Download
Huang Y., Mill L., Stoll R., Kling L., Aust O., Wagner F., Grüneboom A., Schett G., Christiansen SH., Maier A.:
Semi-Permeable Filters for Interior Region of Interest Dose Reduction in X-Ray Microscopy
BVM 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Bildverarbeitung für die Medizin 2021
DOI: 10.1007/978-3-658-33198-6_16
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_16
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Husvogt L., Abu-Qamar O., Levine E., Schottenhamml J., Ploner S., Breininger K., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Applying nnU-Net to the segmentation of microaneurysms in OCTA data in patients with non-proliferative diabetic retinopathy
ARVO Annual Meeting 2021
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773716
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Husvogt L., Ploner S., Chen S., Stromer D., Schottenhamml J., Alibhai Y., Moult E., Waheed NK., Fujimoto JG., Maier A.:
Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_61
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Jaganathan S., Wang J., Borsdorf A., Maier A.:
Learning the Update Operator for 2D/3D Image Registration
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_27
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Jaganathan S., Wang J., Borsdorf A., Shetty K., Maier A.:
Deep Iterative 2D/3D Registration
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (Strasbourg, September 27, 2021 - October 1, 2021)
In: Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 2021
DOI: 10.1007/978-3-030-87202-1_37
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Jiang G., Biswas A., Bergler C., Maier A.:
InSE-NET: A Perceptually Coded Audio Quality Model based on CNN
151st Audio Engineering Society (AES) Convention (Las Vegas, Nevada, USA, October 11, 2021 - October 13, 2021)
In: Audio Engineering Society Convention 151 2021
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Kedilioglu O., Lieret M., Schottenhamml J., Würfl T., Blank A., Maier A., Franke J.:
RGB-D-based Human Detection and Segmentation for Mobile Robot Navigation in Industrial Environments
16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2021) (, February 8, 2021 - February 10, 2021)
DOI: 10.5220/0010187702190226
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Khun Jush F., Dueppenbecker PM., Maier A.:
Data-Driven Speed-of-Sound Reconstruction for Medical Ultrasound: Impacts of Training Data Format and Imperfections on Convergence
Annual Conference on Medical Image Understanding and Analysis (Oxford, United Kingdom, July 12, 2021 - July 14, 2021)
In: Papie{ż} BW, Yaqub M, Jiao J, Namburete AIL, Noble JA (ed.): Medical Image Understanding and Analysis, Cham: 2021
DOI: 10.1007/978-3-030-80432-9_11
URL: https://link.springer.com/chapter/10.1007/978-3-030-80432-9_11#citeas
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Klumpp P., Bocklet T., Arias Vergara T., Vasquez Correa J., Perez Toro PA., Bayerl S., Orozco-Arroyave JR., Nöth E.:
The Phonetic Footprint of Covid-19
Interspeech 2021 (, August 30, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/Interspeech.2021-1488
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Kordon F., Maier A., Kunze H.:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_85
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Kordon F., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Straßburg, September 27, 2021 - October 1, 2021)
In: de Bruijne M, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87202-1_54
URL: https://link.springer.com/chapter/10.1007/978-3-030-87202-1_54
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Maier J., Nitschke M., Choi JH., Gold G., Fahrig R., Eskofier B., Maier A.:
Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_81
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Maier J., Schottenhamml J., Madhu P., da Costa CA., Maier A.:
Analysis of Interventional Workflow Phases based on Image Classification
65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) (Berlin (online conference), September 6, 2020 - September 9, 2020)
In: 65th Annual Meeting of the German Association for Medical Informatics, Biometry and Epidemiology (GMDS) 2021
DOI: 10.3205/20gmds187
URL: https://www.egms.de/static/en/meetings/gmds2020/20gmds187.shtml
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Mardin CY., Schottenhamml J., Dehcordi SF., Müller M., Maier A., Hohberger B.:
'APSifyed' Bruch's membrane opening (BMO) based peripapillary OCT-A analysis
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2021
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Martín Vicario C., Kordon F., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_40
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Marzahl C., Aubreville M., Bertram CA., Stayt J., Jasensky AK., Bartenschlager F., Fragoso M., Barton AK., Elsemann S., Jabari S., Krauth J., Madhu P., Voigt J., Hill J., Klopfleisch R., Maier A.:
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_13
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Marzahl C., Bertram CA., Aubreville M., Petrick A., Weiler K., Gläsel AC., Fragoso M., Merz S., Bartenschlager F., Hoppe J., Langenhagen A., Jasensky AK., Voigt J., Klopfleisch R., Maier A.:
Abstract: Are Fast Labeling Methods Reliable?: A Case Study of Computer-aided Expert Annotations on Microscopy Slides
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_71
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Marzahl C., Bertram CA., Wilm F., Voigt J., Barton AK., Klopfleisch R., Breininger K., Maier A., Aubreville M.:
Cell Detection for Asthma on Partially Annotated Whole Slide Images: Learning to be EXACT
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_36
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Marzahl C., Wilm F., Dressler FF., Tharun L., Perner S., Bertram CA., Kröger C., Voigt J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Robust Quad-Tree based Registration on Whole Slide Images
MICCAI Computational Pathlogy (COMPAY) Workshop
BibTeX: Download
Mattick A., Mayr M., Seuret M., Maier A., Christlein V.:
SmartPatch: Improving Handwritten Word Imitation with Patch Discriminators
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-86549-8_18
URL: https://arxiv.org/abs/2105.10528
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Monzon M., Yoon SS., Fischer C., Maier A., Wetzl J., Giese D.:
Fully automatic extraction of mitral valve annulus motion parameters on long axis CINE CMR using deep learning
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/2664.html
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Naderi Boldaji H., Patwari M., Reymann M., Gutjahr R., Raupach R., Maier A.:
Deep Learning based Model Observers for Multi - Modal Imaging
16th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Leuven, Belgium, July 19, 2021 - July 23, 2021)
BibTeX: Download
Nau M., Schiffers F., Li Y., Xu B., Maier A., Tumblin J., Walton M., Katsaggelos AK., Willomitzer F., Cossairt O.:
Skinscan: Low-Cost 3D-Scanning for Dermatologic Diagnosis and Documentation
2021 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA, September 19, 2021 - September 22, 2021)
DOI: 10.1109/ICIP42928.2021.9506335
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Patwari M., Gutjahr R., Raupach R., Maier A.:
JBFnet: Low Dose CT-denoising by Trainable Joint Bilateral Filtering
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_76
URL: https://link.springer.com/chapter/10.1007/978-3-658-33198-6_76
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Perez Toro PA., Bayerl S., Arias Vergara T., Vasquez Correa J., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR., Riedhammer K.:
Influence of the Interviewer on the Automatic Assessment of Alzheimer’s Disease in the Context of the ADReSSo Challenge
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (, August 30, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/Interspeech.2021-1589
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Perez Toro PA., Vasquez Correa J., Arias Vergara T., Klumpp P., Sierra-Castrillón M., Roldán-López ME., Aguillón D., Hincapié-Henao L., Tóbon-Quintero CA., Bocklet T., Schuster M., Orozco-Arroyave JR., Nöth E.:
Acoustic and Linguistic Analyses to Assess Early-Onset and Genetic Alzheimer's Disease
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP39728.2021.9414009
URL: https://ieeexplore.ieee.org/abstract/document/9414009
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Perez Toro PA., Vásquez-Correa JC., Arias Vergara T., Klumpp P., Schuster M., Nöth E., Orozco-Arroyave JR.:
Emotional State Modeling for the Assessment of Depression in Parkinson’s Disease
24th International Conference on Text, Speech, and Dialogue, TSD 2021 (Olomouc, CZE, September 6, 2021 - September 9, 2021)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-83527-9_39
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Ploner S., Schottenhamml J., Moult E., Husvogt L., Waheed NK., Duker JS., Fujimoto JG., Maier A.:
Improved OCT motion correction in pathology using advanced eye motion modeling
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2021
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Rajput JR., Preuhs A., Lauritsch G., Maier A.:
Pseudo-Square Tomosynthesis Trajectory for Interventional Lung Procedures
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2021 (Virtual, Yokohama, October 16, 2021 - October 23, 2021)
In: Hideki Tomita, Tatsuya Nakamura (ed.): 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Record, NSS/MIC 2021 and 28th International Symposium on Room-Temperature Semiconductor Detectors, RTSD 2022 2021
DOI: 10.1109/NSS/MIC44867.2021.9875725
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Rajput JR., Shetty K., Maier A., Berger M.:
Table Motion Detection in Interventional Coronary Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_15
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Rao D., Reymann M., Faley P., Massanes F., Gohn W., Vija AH.:
GAN Generated Model Observer for one Class Detection in SPECT Imaging
SPIE (Online, February 15, 2021 - February 19, 2021)
In: SPIE (ed.): GAN Generated Model Observer for one Class Detection in SPECT Imaging 2021
DOI: 10.1117/12.2582113
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Reimann M., Fu W., Maier A.:
Novel Evaluation Metrics for Vascular Structure Segmentation
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_20
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Gosewisch A, Reymann M, Ilhan H, Beyer L, Platsch G, Bartenstein P, Vija AH, Boening G:
Investigation of the effect of small but frequently occurring patient movements onto 3D activity quantitation in Siemens xSPECT Quant reconstruction with integrated motion correction
In: EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2021
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Rios-Urrego CD., Vásquez-Correa JC., Orozco-Arroyave JR., Nöth E.:
Is There Any Additional Information in a Neural Network Trained for Pathological Speech Classification?
24th International Conference on Text, Speech, and Dialogue, TSD 2021 (Olomouc, September 6, 2021 - September 9, 2021)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
DOI: 10.1007/978-3-030-83527-9_37
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Rodriguez Salas D., Seuret M., Vesal S., Maier A.:
Ultrasound Breast Lesion Detection using Extracted Attention Maps from a Weakly Supervised Convolutional Neural Network
Bildverarbeitung für die Medizin 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Palm, Christoph; Deserno, Thomas M.; Handels, Heinz;Maier, Andreas; Maier-Hein, Klaus;Tolxdorff, Thomas. (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6
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Roser P., Felsner L., Maier A., Riess C.:
Learning the Inverse Weighted Radon Transform
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_14
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Roser P., Zhong X., Birkhold A., Preuhs A., Syben-Leisner C., Hoppe E., Strobel N., Kowarschik M., Fahrig R., Maier A.:
Abstract: Simultaneous Estimation of X-ray Back-scatter and Forward-scatter using Multi-task Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_62
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Scheuerer R., Haderlein T., Nöth E., Bocklet T.:
APPLYING X-VECTORS ON PATHOLOGICAL SPEECH AFTER LARYNX REMOVAL
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (Online)
In: 2021 IEEE AUTOMATIC SPEECH RECOGNITION AND UNDERSTANDING WORKSHOP (ASRU), NEW YORK: 2021
DOI: 10.1109/ASRU51503.2021.9688278
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Schottenhamml J., Ploner S., Husvogt L., Mardin S., Hohberger B., Mardin CY., Maier A.:
Deep Learning Glaucoma Classification in enface OCTA scans of the human macular region
ARVO Annual Meeting 2021
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2773575
URL: https://iovs.arvojournals.org/article.aspx?articleid=2773575
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Schröter H., Rosenkranz T., Escalante Banuelos A., Maier A.:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement
Interspeech 2021 (Brno, August 31, 2021 - September 3, 2021)
In: Proc. Interspeech 2021 2021
DOI: 10.21437/interspeech.2021-633
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Schuller B., Batliner A., Bergler C., Mascolo C., Han J., Lefter I., Kaya H., Amiriparian S., Baird A., Stappen L., Ottl S., Gerczuk M., Tzirakis P., Brown C., Chauhan J., Grammenos A., Hasthanasombat A., Spathis D., Xia T., Cicuta P., Rothkrantz LJM., Zwerts JA., Treep J., Kaandorp C.:
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates
22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Brno, Czechia, August 30, 2021 - September 3, 2021)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 2021
DOI: 10.21437/Interspeech.2021-19
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Seuret M., Nicolaou A., Rodríguez-Salas D., Weichselbaumer N., Stutzmann D., Mayr M., Maier A., Christlein V.:
ICDAR 2021 Competition on Historical Document Classification
16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, September 5, 2021 - September 10, 2021)
In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Document Analysis and Recognition – ICDAR 2021 2021
DOI: 10.1007/978-3-030-86337-1_41
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Sindel A., Maier A., Christlein V.:
CraquelureNet: Matching The Crack Structure In Historical Paintings For Multi-Modal Image Registration
2021 IEEE International Conference on Image Processing (ICIP) (Online ( Anchorage, AK, USA ), September 19, 2021 - September 22, 2021)
DOI: 10.1109/ICIP42928.2021.9506071
URL: https://www.researchgate.net/publication/354690882_CraquelureNet_Matching_The_Crack_Structure_In_Historical_Paintings_For_Multi-Modal_Image_Registration
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Stöwer P., Krauß P., Maier A.:
The Hippocampus learns a language model with the help of the Successor Representation
Montreal AI & Neuroscience 2021 (Montreal, November 29, 2021 - November 30, 2021)
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Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon F., Maier A.:
Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
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Symeonidi A., Nicolaou A., Johannes F., Christlein V.:
Recursive Convolutional Neural Networks for Epigenomics
25th International Conference on Pattern Recognition (ICPR) (Milan, January 10, 2021 - January 15, 2021)
DOI: 10.1109/ICPR48806.2021.9412272
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Tayebi Arasteh S., Monajem M., Christlein V., Heinrich P., Nicolao A., Boldaji HN., Lotfinia M., Evert S.:
How Will Your Tweet Be Received? Predicting the Sentiment Polarity of Tweet Replies
IEEE 15th International Conference on Semantic Computing (ICSC) (Laguna Hills, CA, January 27, 2021 - January 29, 2021)
In: IEEE (ed.): 2021 IEEE 15th International Conference on Semantic Computing (ICSC) 2021
DOI: 10.1109/ICSC50631.2021.00068
URL: https://ieeexplore.ieee.org/document/9364527
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Thamm A., Herz M., Wiedemann M., Thamm F., Maier A.:
Failure and Risk Analysis based on Maintenance Reports of Machines Components in Manufacturing Industry
XIII. International Conference on the Theory of Machines and Mechanisms - TMM2020 (Liberec, September 7, 2021 - September 9, 2021)
DOI: 10.1007/978-3-030-83594-1_29
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Thamm F., Jürgens M., Ditt H., Maier A.:
Abstract: VirtualDSA++: Automated Segmentation, Vessel Labeling, Occlusion Detection and Graph Search on CT-Angiography Data
BVM Workshop 2021 (OTH Regensburg, March 8, 2021 - March 9, 2021)
In: BVM Workshop 2021
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Thamm F., Taubmann O., Denzinger F., Jürgens M., Ditt H., Maier A.:
SyNCCT: Synthetic Non-Contrast Images of the Brain from Single-Energy Computed Tomography Angiography
Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 (Strasbourg, September 27, 2021 - October 1, 2021)
In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87234-2_64
URL: https://link.springer.com/chapter/10.1007/978-3-030-87234-2_64
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Theelke L., Wilm F., Marzahl C., Bertram CA., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Iterative Cross-Scanner Registration for Whole Slide Images
IEEE/CVF International Conference on Computer Vision (ICCVW)
In: 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), LOS ALAMITOS: 2021
DOI: 10.1109/ICCVW54120.2021.00071
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Tripathi P., Obler R., Maier A., Janssen H.:
A Novel Trilateral Filter for Digital Subtraction Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_75
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Vasquez Correa J., Arias Vergara T., Klumpp P., Perez Toro PA., Orozco-Arroyave JR., Nöth E.:
End-2-End Modeling of Speech and Gait from Patients with Parkinson’s Disease: Comparison Between High Quality Vs. Smartphone Data
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
DOI: 10.1109/ICASSP39728.2021.9414729
URL: https://ieeexplore.ieee.org/abstract/document/9414729
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Vasquez Correa J., Fritsch J., Orozco Arroyave JR., Nöth E., Magimai-Doss M.:
On Modeling Glottal Source Information for Phonation Assessment in Parkinson's Disease
Interspeech Conference (Brno)
In: INTERSPEECH 2021, BAIXAS: 2021
DOI: 10.21437/Interspeech.2021-1084
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Wallraff S., Vesal S., Syben-Leisner C., Lutz R., Maier A.:
Age Estimation on Panoramic Dental X-ray Images using Deep Learning
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_46
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Wang Z., Maier A., Christlein V.:
Towards End-to-End Deep Learning-based Writer Identification
In: Reussner RH, Koziolek A, Heinrich R (ed.): INFORMATIK 2020 2021
DOI: 10.18420/inf2020_126
URL: https://dl.gi.de/handle/20.500.12116/34716
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Wenninger M., Bayerl SP., Maier A., Schmidt J.:
Recurrence Plot Spacial Pyramid Pooling Network for Appliance Identification in Non-Intrusive Load Monitoring
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
In: 20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), NEW YORK: 2021
DOI: 10.1109/ICMLA52953.2021.00025
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Wilm F., Bertram CA., Marzahl C., Bartel A., Donovan TA., Assenmacher CA., Becker K., Bennett M., Corner S., Cossic B., Denk D., Dettwiler M., Gonzalez BG., Gurtner C., Heier A., Lehmbecker A., Merz S., Plog S., Schmidt A., Sebastian F., Smedley RC., Tecilla M., Thaiwong T., Breininger K., Kiupel M., Maier A., Klopfleisch R., Aubreville M.:
Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_56
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Xu J., Sun C., Huang Y., Huang X.:
Residual Neural Network for Filter Kernel Design in Filtered Back-projection for CT Image Reconstruction
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_39
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Yang Z., Schilling A., Maier A., Krauß P.:
Neural Networks with Fixed Binary Random Projections Improve Accuracy in Classifying Noisy Data
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_51
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Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Waßmuth R., Wetzl J., Maier A.:
Validation of a Deep Learning based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging in a Prospective Study
International Society for Magnetic Resonance in Medicine (ISMRM) 29th Annual Meeting & Exhibition (Virtual, May 15, 2021 - May 20, 2021)
URL: https://index.mirasmart.com/ISMRM2021/PDFfiles/0452.html
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Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Wetzl J., Maier A.:
A Deep-Learning-based Automated Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging
Society for Cardiovascular Magnetic Resonance (Virtual, February 17, 2021 - February 20, 2021)
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Zinnen M.:
How To See Smells: Extracting Olfactory References from Artworks
The Web Conference (Ljubljana, Slovenia (online), April 19, 2021 - April 23, 2021)
In: Companion Proceedings of the Web Conference 2021 (WWW '21 Companion), New York, NY, USA: 2021
DOI: 10.1145/3442442.3453710
URL: https://dl.acm.org/doi/fullHtml/10.1145/3442442.3453710
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