2023 - Pattern Recognition Lab

Dissertations

Madhu P.:
Concepts to Computational Constructs: Advanced Scene Understanding for Heterogeneous Artworks Using Deep Learning (Dissertation, 2023)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/23213
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Seeger C.:
Obstacle Fusion and Scene Interpretation for Autonomous Driving with Occupancy Grids (Dissertation, 2023)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21351
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Utzschneider M.:
Acquisition- and Reconstruction-Techniques for Sodium Quantification in the Skeletal Muscle using Sodium Magnetic Resonance Imaging (23Na MRI) (Dissertation, 2023)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/21277
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Voigt I.:
Robust Heart Valve Modeling and Advanced Computational Decision Support (Dissertation, 2023)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/23661
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Monographs

Conjeti S., Demirci S., Christlein V.:
Image retrieval in big image data
Elsevier, 2023
ISBN: 9780128136577
DOI: 10.1016/B978-0-12-813657-7.00037-6
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Hornegger J.:
AI Makes Medicine More Efficient, Individual and Preventive
Springer Fachmedien Wiesbaden, 2023
ISBN: 9783658402327
DOI: 10.1007/978-3-658-40232-7_33
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Rios-Urrego CD., Escobar-Grisales D., Moreno-Acevedo SA., Perez Toro PA., Nöth E., Orozco Arroyave JR.:
Automatic Pronunciation Assessment of Non-native English Based on Phonological Analysis
Springer Science and Business Media Deutschland GmbH, 2023
ISBN: 9783031404979
DOI: 10.1007/978-3-031-40498-6_30
BibTeX: Download
Schubert A., Hess D., Heydenreich G., Mack O., Maier A., Görres D., Hänsch AA., Klinke T., Ottweiler W., Sindel A., Christlein V.:
Kritischer Katalog der Luther-Bildnisse (1519-1530)
Gütersloher Verlagshaus, 2023
(Quellen und Forschungen zur Reformationsgeschichte, Vol.104)
ISBN: 978-3-579-05987-7
BibTeX: Download
Unberath M., Maier A.:
Medical imaging modalities
Elsevier, 2023
ISBN: 9780128136577
DOI: 10.1016/B978-0-12-813657-7.00013-3
BibTeX: Download
Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster ME., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
Springer Science and Business Media Deutschland GmbH, 2023
ISBN: 9783031404979
DOI: 10.1007/978-3-031-40498-6_13
BibTeX: Download
Weise T., Perez Toro PA., Deitermann A., Hoffmann B., Demir K., Straetz T., Nöth E., Maier A., Kallert T., Yang SH.:
Multi-modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video
Springer Science and Business Media Deutschland GmbH, 2023
ISBN: 9783031476785
DOI: 10.1007/978-3-031-47679-2_3
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Journal articles

Arias Vergara T., Döllinger M., Schraut T., Mohd Khairuddin KA., Schützenberger A.:
Nyquist Plot Parametrization for Quantitative Analysis of Vibration of the Vocal Folds
In: Journal of Voice (2023)
ISSN: 0892-1997
DOI: 10.1016/j.jvoice.2023.01.014
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Aubreville M., Stathonikos N., Bertram CA., Klopfleisch R., ter Hoeve N., Ciompi F., Wilm F., Marzahl C., Donovan TA., Maier A., Breen J., Ravikumar N., Chung Y., Park J., Nateghi R., Pourakpour F., Fick RH., Ben Hadj S., Jahanifar M., Shephard A., Dexl J., Wittenberg T., Kondo S., Lafarge MW., Koelzer VH., Liang J., Wang Y., Long X., Liu J., Razavi S., Khademi A., Yang S., Wang X., Erber R., Klang A., Lipnik K., Bolfa P., Dark MJ., Wasinger G., Veta M., Breininger K.:
Mitosis domain generalization in histopathology images — The MIDOG challenge
In: Medical Image Analysis 84 (2023), Article No.: 102699
ISSN: 1361-8415
DOI: 10.1016/j.media.2022.102699
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Aubreville M., Wilm F., Stathonikos N., Breininger K., Donovan TA., Jabari S., Veta M., Ganz J., Ammeling J., van Diest PJ., Klopfleisch R., Bertram CA.:
A comprehensive multi-domain dataset for mitotic figure detection
In: Scientific Data 10 (2023), Article No.: 484
ISSN: 2052-4463
DOI: 10.1038/s41597-023-02327-4
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Bayerl SP., Gerczuk M., Batliner A., Bergler C., Amiriparian S., Schuller B., Nöth E., Riedhammer K.:
Classification of stuttering – The ComParE challenge and beyond
In: Computer Speech and Language 81 (2023), Article No.: 101519
ISSN: 0885-2308
DOI: 10.1016/j.csl.2023.101519
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Bhat S., Mansoor A., Georgescu B., Bhandary Panambur A., Ghesu FC., Islam S., Packhäuser K., Rodriguez Salas D., Grbic S., Maier A.:
AUCReshaping: improved sensitivity at high-specificity
In: Scientific Reports 13 (2023), Article No.: 21097
ISSN: 2045-2322
DOI: 10.1038/s41598-023-48482-x
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Brand L., Scherer M., Lotter S., tom Dieck T., Schäfer M., Burkovski A., Sticht H., Castiglione K., Schober R.:
Switchable Signaling Molecules for Media Modulation: Fundamentals, Applications, and Research Directions
In: IEEE Communications Magazine (2023), p. 1-7
ISSN: 0163-6804
DOI: 10.1109/MCOM.021.2300096
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Brinkløv SM., Macaulay J., Bergler C., Tougaard J., Beedholm K., Elmeros M., Madsen PT.:
Open-source workflow approaches to passive acoustic monitoring of bats
In: Methods in Ecology and Evolution (2023)
ISSN: 2041-210X
DOI: 10.1111/2041-210X.14131
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Camargo-Mendoza M., Nöth E., Mekyska J., Orozco-Arroyave JR.:
Oral-diadochokinesis rates for Spanish, German and Czech: reference values for normotypical adults Diadococinesia oral para el español, el alemán y el checo: valores de referencia para adultos normotípicos
In: Revista de Investigación en Logopedia 13 (2023), Article No.: e85834
ISSN: 2174-5218
DOI: 10.5209/rlog.85834
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Coppock H., Akman A., Bergler C., Gerczuk M., Brown C., Chauhan J., Grammenos A., Hasthanasombat A., Spathis D., Xia T., Cicuta P., Han J., Amiriparian S., Baird A., Stappen L., Ottl S., Tzirakis P., Batliner A., Mascolo C., Schuller BW.:
A summary of the ComParE COVID-19 challenges
In: Frontiers in Digital Health 5 (2023), Article No.: 1058163
ISSN: 2673-253X
DOI: 10.3389/fdgth.2023.1058163
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Dang HN., Endres J., Weinmüller S., Glang F., Loktyushin A., Scheffler K., Dörfler A., Schmidt M., Maier A., Zaiß M.:
MR-zero meets RARE MRI: Joint optimization of refocusing flip angles and neural networks to minimize T2-induced blurring in spin echo sequences
In: Magnetic Resonance in Medicine (2023)
ISSN: 0740-3194
DOI: 10.1002/mrm.29710
BibTeX: Download
Demir K., Schieber H., Weise T., May M., Maier A., Yang SH.:
Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition
In: IEEE Journal of Biomedical and Health Informatics (2023), p. 1-14
ISSN: 2168-2194
DOI: 10.1109/JBHI.2023.3311628
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Denzinger F., Wels M., Breininger K., Taubmann O., Mühlberg A., Allmendinger T., Gülsün MA., Schöbinger M., André F., Buß SJ., Görich J., Sühling M., Maier A.:
How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography
In: Scientific Reports 13 (2023), p. 2563-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-29347-9
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Doerrich S., Kordon F., Denzinger F., El Barbari JS., Privalov M., Vetter SY., Maier A., Kunze H.:
Fast 3D YOLOv3 based standard plane regression of vertebral bodies in intra-operative CBCT volumes
In: Journal of Medical Imaging 10 (2023)
ISSN: 2329-4310
DOI: 10.1117/1.JMI.10.3.034503
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Dürrbeck C., Schulz M., Pflaum L., Kallis K., Geimer T., Abu-Hossin N., Strnad V., Maier A., Fietkau R., Bert C.:
Estimating follow-up CTs from geometric deformations of catheter implants in interstitial breast brachytherapy: A feasibility study using electromagnetic tracking
In: Medical Physics (2023)
ISSN: 0094-2405
DOI: 10.1002/mp.16659
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Fan F., Ritschl L., Beister M., Biniazan R., Wagner F., Kreher BW., Gottschalk T., Kappler S., Maier A.:
Simulation-driven training of vision transformers enables metal artifact reduction of highly truncated CBCT scans
In: Medical Physics (2023)
ISSN: 0094-2405
DOI: 10.1002/mp.16919
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Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Simon D., Minopoulou I., Sticherling M., Schett G., Maier A., Kleyer A.:
Author Correction: DeepNAPSI multi-reader nail psoriasis prediction using deep learning.
In: Scientific Reports 13 (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-37790-x
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Fragoso-Garcia M., Wilm F., Bertram CA., Merz S., Schmidt A., Donovan T., Fuchs-Baumgartinger A., Bartel A., Marzahl C., Diehl L., Puget C., Maier A., Aubreville M., Breininger K., Klopfleisch R.:
Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images
In: Veterinary Pathology (2023)
ISSN: 0300-9858
DOI: 10.1177/03009858231189205
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Hauer C., Nöth E., Barnhill A., Maier A., Guthunz J., Hofer H., Cheng RX., Barth V., Bergler C.:
ORCA-SPY enables killer whale sound source simulation, detection, classification and localization using an integrated deep learning-based segmentation
In: Scientific Reports 13 (2023), Article No.: 11106
ISSN: 2045-2322
DOI: 10.1038/s41598-023-38132-7
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Hauer C., Nöth E., Barnhill A., Maier A., Guthunz J., Hofer H., Cheng RX., Barth V., Bergler C.:
ORCA-SPY: Killer Whale Sound Source Simulation and Detection, Classification and Localization in PAMGuard Utilizing Integrated Deep Learning Based Segmentation
In: Scientific Reports UNDER REVIEW (2023)
ISSN: 2045-2322
BibTeX: Download
Herrler J., Williams SN., Liebig P., Ding B., McElhinney P., Allwood-Spiers S., Meixner CR., Gunamony S., Nagel AM., Dörfler A., Gumbrecht R., Porter DA., Maier A.:
The effects of RF coils and SAR supervision strategies for clinically applicable nonselective parallel-transmit pulses at 7 T
In: Magnetic Resonance in Medicine (2023)
ISSN: 0740-3194
DOI: 10.1002/mrm.29569
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Herrmann O., Gourmelon N., Seehaus T., Maier A., Fürst J., Braun M., Christlein V.:
Out-of-the-box Calving Front Detection Method Using Deep Learning
In: Cryosphere 17 (2023), p. 4957–4977
ISSN: 1994-0416
DOI: 10.5194/tc-17-4957-2023
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Hertel M., Liu C., Song H., Golatta M., Kappler S., Nanke R., Radicke M., Maier A., Rose G.:
Clinical prototype implementation enabling an improved day-to-day mammography compression
In: Physica Medica 106 (2023), Article No.: 102524
ISSN: 1120-1797
DOI: 10.1016/j.ejmp.2023.102524
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Huang Y., Gomaa A., Semrau S., Haderlein M., Lettmaier S., Weissmann T., Grigo J., Ben Tkhayat H., Frey B., Gaipl U., Distel L., Maier A., Fietkau R., Bert C., Putz F.:
Benchmarking ChatGPT-4 on a radiation oncology in-training exam and Red Journal Gray Zone cases: potentials and challenges for AI-assisted medical education and decision making in radiation oncology
In: Frontiers in Oncology 13 (2023), p. 1-13
ISSN: 2234-943X
DOI: 10.3389/fonc.2023.1265024
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Huang Y., Maier A., Fan F., Kreher BW., Huang X., Fietkau R., Bert C., Putz F.:
Deep learning for perspective deformation correction in X-ray imaging
In: Radiotherapy and Oncology 182 (2023), p. S1404
ISSN: 0167-8140
DOI: 10.1016/S0167-8140(23)66608-3
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Hwang Y., Won J., Yaghy A., Takahashi H., Girgis JM., Lam K., Chen S., Moult EM., Ploner S., Maier A., Waheed NK., Fujimoto JG.:
Retinal blood flow speed quantification at the capillary level using temporal autocorrelation fitting OCTA [Invited]
In: Biomedical Optics Express 14 (2023), p. 2658-2677
ISSN: 2156-7085
DOI: 10.1364/BOE.488103
BibTeX: Download
Joshaghani M., Davari A., Nejati Hatamian F., Maier A., Riess C.:
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification
In: IEEE Geoscience and Remote Sensing Letters 20 (2023), Article No.: 5506305
ISSN: 1545-598X
DOI: 10.1109/LGRS.2023.3287504
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Kapsner L., Balbach E., Folle L., Laun FB., Nagel AM., Liebert A., Emons J., Ohlmeyer S., Uder M., Wenkel E., Bickelhaupt S.:
Image quality assessment using deep learning in high b-value diffusion-weighted breast MRI.
In: Scientific Reports 13 (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-37342-3
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Khader F., Müller-Franzes G., Tayebi Arasteh S., Han T., Haarburger C., Schulze-Hagen M., Schad P., Engelhardt S., Baeßler B., Foersch S., Stegmaier J., Kuhl C., Nebelung S., Jakob Nikolas K., Truhn D.:
Denoising diffusion probabilistic models for 3D medical image generation
In: Scientific Reports 13 (2023), p. 7303 (non-FAU publication)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-34341-2
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Kordon F., Stiglmayr M., Maier A., Martín Vicario C., Pertlwieser T., Kunze H.:
A principled representation of elongated structures using heatmaps
In: Scientific Reports 13 (2023), Article No.: 15253
ISSN: 2045-2322
DOI: 10.1038/s41598-023-41221-2
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Kordon F., Weichselbaumer N., Herz R., Mossman S., Potten E., Seuret M., Mayr M., Christlein V.:
Classification of incunable glyphs and out-of-distribution detection with joint energy-based models
In: International Journal on Document Analysis and Recognition (2023)
ISSN: 1433-2833
DOI: 10.1007/s10032-023-00442-x
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Kulyabin M., Zhdanov A., Dolganov A., Maier A.:
Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals
In: Sensors (2023)
ISSN: 1424-8220
DOI: 10.3390/s23135813
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Kulyabin M., Zhdanov A., Dolganov A., Ronkin M., Borisov V., Maier A.:
Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer
In: Sensors (2023)
ISSN: 1424-8220
DOI: 10.3390/s23218727
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Liebert A., Das BK., Kapsner L., Eberle J., Skwierawska D., Folle L., Schreiter H., Laun FB., Ohlmeyer S., Uder M., Wenkel E., Bickelhaupt S.:
Smart forecasting of artifacts in contrast-enhanced breast MRI before contrast agent administration
In: European Radiology (2023)
ISSN: 0938-7994
DOI: 10.1007/s00330-023-10469-7
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Minopoulou I., Kleyer A., Yalcin-Mutlu M., Fagni F., Kemenes S., Schmidkonz C., Atzinger A., Pachowsky M., Engel K., Folle L., Roemer F., Waldner M., D’Agostino MA., Schett G., Simon D.:
Imaging in inflammatory arthritis: progress towards precision medicine
In: Nature Reviews Rheumatology 19 (2023), p. 650-665
ISSN: 1759-4790
DOI: 10.1038/s41584-023-01016-1
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Mühlberg A., Ritter P., Langer S., Goossens C., Nübler S., Schneidereit D., Taubmann O., Denzinger F., Nörenberg D., Haug M., Schürmann S., Horstmeyer R., Maier A., Goldmann W., Friedrich O., Kreiß L.:
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for Prior-Informed Assessment of Muscle Function and Pathology
In: Advanced Science (2023)
ISSN: 2198-3844
DOI: 10.1002/advs.202206319
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Müller-Franzes G., Huck L., Tayebi Arasteh S., Khader F., Han T., Schulz V., Dethlefsen E., Jakob Nikolas K., Nebelung S., Nolte T., Kuhl C., Truhn D.:
Using machine learning to reduce the need for contrast agents in breast MRI through synthetic images
In: Radiology 307 (2023), Article No.: e222211 (non-FAU publication)
ISSN: 0033-8419
DOI: 10.1148/radiol.222211
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Müller-Franzes G., Niehues JM., Khader F., Tayebi Arasteh S., Haarburger C., Kuhl C., Wang T., Han T., Nolte T., Nebelung S., Kather JN., Truhn D.:
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis
In: Scientific Reports 13 (2023), Article No.: 12098 (non-FAU publication)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-39278-0
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Nau M., Vija AH., Gohn W., Reymann M., Maier A.:
Exploring the Limitations of Hybrid Adiabatic Quantum Computing for Emission Tomography Reconstruction
In: Journal of Imaging 9 (2023), Article No.: 221
ISSN: 2313-433X
DOI: 10.3390/jimaging9100221
URL: https://www.mdpi.com/2313-433X/9/10/221
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Neumayer M., Stecher D., Grimm S., Maier A., Bücker D., Schmidt J.:
Fault and anomaly detection in district heating substations: A survey on methodology and data sets
In: Energy 276 (2023), Article No.: 127569
ISSN: 0360-5442
DOI: 10.1016/j.energy.2023.127569
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Pan Z., Breininger K., Aubreville M., Stelzle F., Maier A., Oetter N., Mantsopoulos K., Iro H., Goncalves M., Sievert M.:
Defining a baseline identification of artifacts in confocal laser endomicroscopy in head and neck cancer imaging
In: American Journal of Otolaryngology 44 (2023), Article No.: 103779
ISSN: 0196-0709
DOI: 10.1016/j.amjoto.2022.103779
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Patwari M., Gutjahr R., Marcus R., Thali Y., Calvarons AF., Raupach R., Maier A.:
Reducing the risk of hallucinations with interpretable deep learning models for low-dose CT denoising: comparative performance analysis
In: Physics in Medicine and Biology 68 (2023)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/acfc11
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Pfaff L., Hoßbach J., Preuhs E., Wagner F., Arroyo Camejo S., Kannengiesser S., Nickel D., Wuerfl T., Maier A.:
Self-supervised MRI denoising: leveraging Stein’s unbiased risk estimator and spatially resolved noise maps
In: Scientific Reports 13 (2023), Article No.: 22629
ISSN: 2045-2322
DOI: 10.1038/s41598-023-49023-2
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Reymann M., Vija AH., Maier A.:
Method for comparison of data driven gating algorithms in emission tomography
In: Physics in Medicine and Biology (2023)
ISSN: 0031-9155
Open Access: https://iopscience.iop.org/article/10.1088/1361-6560/acf3ce
URL: http://iopscience.iop.org/article/10.1088/1361-6560/acf3ce
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Rodrigues VF., da Rosa Righi R., da Costa CA., Zeiser FA., Eskofier B., Maier A., Kim D.:
Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud
In: Health and Technology (2023)
ISSN: 2190-7188
DOI: 10.1007/s12553-023-00753-3
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Roldan-Vasco S., Orozco-Duque A., Orozco Arroyave JR.:
Swallowing disorders analysis using surface EMG biomarkers and classification models
In: Digital Signal Processing 133 (2023), Article No.: 103815
ISSN: 1051-2004
DOI: 10.1016/j.dsp.2022.103815
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Roldan-Vasco S., Restrepo-Uribe JP., Orozco-Duque A., Suarez-Escudero JC., Orozco Arroyave JR.:
Analysis of electrophysiological and mechanical dimensions of swallowing by non-invasive biosignals
In: Biomedical Signal Processing and Control 82 (2023), Article No.: 104533
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2022.104533
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Rüde T., Lu Y., Anschuetz L., Blasius M., Wolf M., Preuster P., Wasserscheid P., Geißelbrecht M.:
Performance of Continuous Hydrogen Production from Perhydro Benzyltoluene by Catalytic Distillation and Heat Integration Concepts with a Fuel Cell
In: Energy Technology (2023)
ISSN: 2194-4288
DOI: 10.1002/ente.202201366
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Schilling A., Schaette R., Sedley W., Gerum RC., Maier A., Krauß P.:
Editorial: Auditory perception and phantom perception in brains, minds and machines
In: Frontiers in Neuroscience 17 (2023), Article No.: 1293552
ISSN: 1662-4548
DOI: 10.3389/fnins.2023.1293552
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Schilling A., Sedley W., Gerum RC., Metzner C., Tziridis K., Maier A., Schulze H., Zeng FG., Friston KJ., Krauß P.:
Predictive coding and stochastic resonance as fundamental principles of auditory phantom perception
In: Brain 146 (2023), p. 4809-4825
ISSN: 0006-8950
DOI: 10.1093/brain/awad255
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Schwarz A., Werner R., Wimmert L., Vornehm M., Gauer T., Hofmann C.:
Dose reduction in sequence scanning 4D CT imaging through respiratory signal-guided tube current modulation: A feasibility study
In: Medical Physics 50 (2023), p. 7539-7547
ISSN: 0094-2405
DOI: 10.1002/mp.16785
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Shetty K., Birkhold A., Jaganathan S., Strobel N., Egger B., Kowarschik M., Maier A.:
BOSS: Bones, organs and skin shape model
In: Computers in Biology and Medicine 165 (2023), Article No.: 107383
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2023.107383
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Stoll A., Maier A., Krauß P., Gerum R., Schilling A.:
Coincidence detection and integration behavior in spiking neural networks
In: Cognitive Neurodynamics (2023)
ISSN: 1871-4080
DOI: 10.1007/s11571-023-10038-0
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Stöwer P., Schilling A., Maier A., Krauß P.:
Neural network based formation of cognitive maps of semantic spaces and the putative emergence of abstract concepts
In: Scientific Reports (2023)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-30307-6
URL: https://www.nature.com/articles/s41598-023-30307-6
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Tayebi Arasteh S., Isfort P., Saehn M., Mueller-Franzes G., Khader F., Jakob Nikolas K., Christiane K., Sven N., Truhn D.:
Collaborative training of medical artificial intelligence models with non-uniform labels
In: Scientific Reports 13 (2023), p. 6046 (non-FAU publication)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-33303-y
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Tayebi Arasteh S., Kuhl CK., Saehn MJ., Isfort P., Truhn D., Nebelung S.:
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
In: Scientific Reports 13 (2023), p. 22576 (non-FAU publication)
ISSN: 2045-2322
DOI: 10.1038/s41598-023-49956-8
URL: https://www.nature.com/articles/s41598-023-49956-8
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Tayebi Arasteh S., Romanowicz J., Pace DF., Golland P., Powell AJ., Maier A., Truhn D., Brosch T., Weese J., Lotfinia M., van der Geest RJ., Moghari MH.:
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging
In: Frontiers in Cardiovascular Medicine 10 (2023)
ISSN: 2297-055X
DOI: 10.3389/fcvm.2023.1167500
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Tayebi Arasteh S., Weise T., Schuster M., Nöth E., Maier A., Yang SH.:
The effect of speech pathology on automatic speaker verification: a large-scale study
In: Scientific Reports 13 (2023), p. 20476
ISSN: 2045-2322
DOI: 10.1038/s41598-023-47711-7
URL: https://www.nature.com/articles/s41598-023-47711-7
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Thamm A., Thamm F., Sawodny A., Zeitler S., Merklein M., Maier A.:
Unsupervised Deep Learning for Advanced Forming Limit Analysis in Sheet Metal: A Tensile Test-Based Approach
In: Materials 16 (2023), p. 7001
ISSN: 1996-1944
DOI: 10.3390/ma16217001
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Thies M., Wagner F., Maul N., Folle L., Meier M., Rohleder M., Schneider LS., Pfaff L., Gu M., Utz J., Denzinger F., Manhart M., Maier A.:
Gradient-based geometry learning for fan-beam CT reconstruction
In: Physics in Medicine and Biology 68 (2023), Article No.: 205004
ISSN: 0031-9155
DOI: 10.1088/1361-6560/acf90e
URL: https://iopscience.iop.org/article/10.1088/1361-6560/acf90e
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Vysotskaya N., Will C., Servadei L., Maul N., Mandl C., Nau M., Harnisch J., Maier A.:
Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar—A Feasibility Study
In: Sensors 23 (2023), p. 4111
ISSN: 1424-8220
DOI: 10.3390/s23084111
BibTeX: Download
Weissmann T., Huang Y., Fischer S., Roesch J., Mansoorian S., Gaona HA., Gostian AO., Hecht M., Lettmaier S., Deloch L., Frey B., Gaipl U., Distel L., Maier A., Iro H., Semrau S., Bert C., Fietkau R., Putz F.:
Deep learning for automatic head and neck lymph node level delineation provides expert-level accuracy
In: Frontiers in Oncology 13 (2023), p. 1--14
ISSN: 2234-943X
DOI: 10.3389/fonc.2023.1115258
URL: https://www.frontiersin.org/articles/10.3389/fonc.2023.1115258/full
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Wilm F., Ihling C., Méhes G., Terracciano L., Puget C., Klopfleisch R., Schüffler P., Aubreville M., Maier A., Mrowiec T., Breininger K.:
Pan-tumor T-lymphocyte detection using deep neural networks: Recommendations for transfer learning in immunohistochemistry
In: Journal of Pathology Informatics 14 (2023), Article No.: 100301
ISSN: 2229-5089
DOI: 10.1016/j.jpi.2023.100301
BibTeX: Download
Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
AMD-HookNet for Glacier Front Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 61 (2023), p. 1-12
ISSN: 0196-2892
DOI: 10.1109/TGRS.2023.3245419
URL: https://ieeexplore.ieee.org/document/10044700
BibTeX: Download
Wu F., Zhang J., Xu Z., Maier A., Christlein V.:
Updating Siamese trackers using peculiar mixup
In: Applied Intelligence 53 (2023), p. 22531-22545
ISSN: 0924-669X
DOI: 10.1007/s10489-023-04546-z
URL: https://link.springer.com/article/10.1007/s10489-023-04546-z
BibTeX: Download
Yoon SS., Fischer C., Amsel D., Monzon M., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D., Giese D.:
Fully automated AI-based cardiac motion parameter extraction – application to mitral and tricuspid valves on long-axis cine MR images
In: European Journal of Radiology 166 (2023), Article No.: 110978
ISSN: 0720-048X
DOI: 10.1016/j.ejrad.2023.110978
BibTeX: Download
Yoon SS., Preuhs E., Schmidt M., Forman C., Chitiboi T., Sharma P., Fernandes JL., Tillmanns C., Wetzl J., Maier A.:
Automated Cardiac Resting Phase Detection Targeted on the Right Coronary Artery
In: Journal Machine Learning for Biomedical Imaging (2023)
ISSN: 2766-905X
DOI: 10.59275/j.melba.2023-afe2
BibTeX: Download
van Erp M., Tullett W., Christlein V., Ehrhart T., Hürriyetoğlu A., Leemans I., Lisena P., Menini S., Schwabe D., Tonelli S., Troncy R., Zinnen M.:
More than the Name of the Rose
In: American Historical Review 128 (2023), p. 335-369
ISSN: 0002-8762
DOI: 10.1093/ahr/rhad141
BibTeX: Download

Articles in Conference Proceedings

Akdemir K., Hürriyetoğlu A., Troncy R., Paccosi T., Menini S., Zinnen M., Christlein V.:
Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITER
2022 MediaEval Workshop, MediaEval 2022 (Virtual, Online, NOR, January 12, 2023 - January 13, 2023)
In: Steven Hicks, Alba Garcia Seco De Herrera, Johannes Langguth, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hurriyetoglu, Vajira Thambawita, Tor-Arne Nordmo, Romain Vuillemot, Martha Larson (ed.): CEUR Workshop Proceedings 2023
BibTeX: Download
Ammeling J., Wilm F., Ganz J., Breininger K., Aubreville M.:
Reference Algorithms for the Mitosis Domain Generalization (MIDOG) 2022 Challenge
25th International Conference on Medical Image Computing and Computer-Assisted Intervention , MICCAI 2022 (Singapore, SGP, September 18, 2022 - September 22, 2022)
In: Bin Sheng, Marc Aubreville (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-33658-4_19
BibTeX: Download
Arias Vergara T., Londoño-Mora E., Perez Toro PA., Schuster M., Nöth E., Orozco Arroyave JR., Maier A.:
Measuring Phonological Precision in Children with Cleft Lip and Palate
24th International Speech Communication Association, Interspeech 2023 (Dublin, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2099
BibTeX: Download
Bachmaier M., Rohleder M., Swartman B., Privalov M., Maier A., Kunze H.:
Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43990-2_42
BibTeX: Download
Braun F., Perez Toro PA., Bayerl SP., Pérez-Toro PA., Hönig F., Lehfeld H., Hillemacher T., Nöth E., Bocklet T., Riedhammer K.:
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-1997
BibTeX: Download
Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Freiman M., Vandoorne K.:
Deep Learning based T2 distribution estimation for bone marrow characterization in inflammation and aging
European Molecular Imaging Meeting (EMIM) (Salzburg, March 14, 2023 - March 17, 2023)
Open Access: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
URL: https://www.eventclass.org/contxt_emim2023/online-program/session?s=PW15#e685
BibTeX: Download
Carriere G., Nikolaidou K., Kordon F., Mayr M., Seuret M., Christlein V.:
Beyond Human Forgeries: An Investigation into Detecting Diffusion-Generated Handwriting
ICDAR 2023: Document Analysis and Recognition (San José, CA, August 24, 2023 - August 26, 2023)
In: Mickael Coustaty, Alicia Fornés (ed.): Document Analysis and Recognition – ICDAR 2023 Workshops, Cham: 2023
DOI: 10.1007/978-3-031-41498-5_1
BibTeX: Download
Castaneda Gavina E., Suzuki M., Ashikaga H., Lluch È., Meister F., Mihalef V., Audigier C., Maier A., Halperin H., Passerini T.:
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43990-2_21
BibTeX: Download
Das BK., Kapsner L., Ohlmeyer S., Laun FB., Maier A., Uder M., Wenkel E., Bickelhaupt S., Liebert A.:
Detection and prediction of background parenchymal enhancement on breast MRI using deep learning
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
DOI: 10.58530/2022/3927
BibTeX: Download
Denzinger F., Wels M., Taubmann O., Kordon F., Wagner F., Mehltretter S., Gülsün MA., Schöbinger M., André F., Buss SJ., Görich J., Sühling M., Maier A., Breininger K.:
Handling Label Uncertainty on the Example of Automatic Detection of Shepherd’s Crook RCA in Coronary CT Angiography
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230565
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Escobar-Grisales D., Arias-Vergara T., Rios-Urrego CD., Nöth E., García AM., Orozco-Arroyave JR.:
An Automatic Multimodal Approach to Analyze Linguistic and Acoustic Cues on Parkinson's Disease Patients
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2287
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Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
Abstract: Fiducial Marker Recovery and Detection From Severely Truncated Data in Navigation-Assisted Spine Surgery
Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Deserno, T.M., Handels, H., Maier, A., Maier-Hein, K., Palm, C., Tolxdorff, T. (ed.): Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
DOI: 10.1007/978-3-658-41657-7_4
URL: https://link.springer.com/chapter/10.1007/978-3-658-41657-7_4
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Fan F., Wang Y., Ritschl L., Biniazan R., Beister M., Kreher BW., Huang Y., Kappler S., Maier A.:
Metal-conscious Embedding for CBCT Projection Inpainting
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230412
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Farooq MT., Leipert M., Maier A., Christlein V.:
Ressource-Efficient Moth Detection for Pest Monitoring with YOLOv5
2023 IEEE Symposium Series on Computational Intelligence (Ciudad de Mexico, December 5, 2023 - December 8, 2023)
DOI: 10.1109/SSCI52147.2023.10372041
URL: https://ieeexplore.ieee.org/document/10372041
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Folle L., Fenzl P., Fagni F., Thies M., Christlein V., Meder C., Sticherling M., Simon D., Schett G., Maier A., Kleyer A.:
Deepnapsi: Deep Learning for Nail Psoriasis Prediction
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230472
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Fusco A., Akkus M., Vysotskaya N., Hazra S., Servadei L., Maier A., Wille R.:
RadarSleepNet: Sleep Pose Classification via PointNet++ and 5D Radar Point Clouds
2023 IEEE Microwaves, Antennas, and Propagation Conference (Ahmedabad, December 11, 2023 - December 14, 2023)
In: 2023 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), New York City: 2023
DOI: 10.1109/MAPCON58678.2023.10463831
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Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, July 24, 2023 - July 27, 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
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Gallo-Aristizabal JD., Escobar-Grisales D., Rios-Urrego CD., Perez Toro PA., Nöth E., Maier A., Orozco Arroyave JR.:
Assessment of Handwriting in Patients With Parkinson's Disease Using Non-Intrusive Tasks
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230617
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Gourmelon N., Klink J., Seehaus T., Braun M., Maier A., Christlein V.:
Conditional Random Fields for Improving Deep Learning-based Glacier Calving Front Delineations
International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
DOI: 10.1109/IGARSS52108.2023.10282915
URL: https://ieeexplore.ieee.org/document/10282915
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Gourmelon N., Seehaus T., Braun M., Maier A., Christlein V.:
Comparability of Deep Learning Techniques for Calving Front Segmentation in SAR Imagery
European Geoscience Union General Assembly 2023 (Vienna, April 23, 2023 - April 28, 2023)
DOI: 10.5194/egusphere-egu23-5069
URL: https://meetingorganizer.copernicus.org/EGU23/EGU23-5069.html
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Gourmelon N., Seehaus T., Klink J., Braun M., Maier A., Christlein V.:
CaFFe - a Benchmark Dataset for Glacier Calving Front Extraction from Synthetic Aperture Radar Imagery
International Geoscience and Remote Sensing Symposium 2023 (Pasadena, California, July 16, 2023 - July 21, 2023)
In: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium 2023
DOI: 10.1109/IGARSS52108.2023.10283406
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Gu M., Thies M., Wagner F., Pechmann S., Aust O., Weidner D., Neag G., Pan Z., Utz J., Schett G., Christiansen S., Uderhardt S., Maier A.:
Cavity Segmentation in X-ray Microscopy Scans of Mouse Tibiae
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_56
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Haenel A., Wetzl J., Yoon SS., Schmidt M., Weißgerber AB., Barkhausen J., Frydrychowicz A.:
Analysis of an AI-based prototype for user-independent automated cardiac MRI (CMR) scanning
European Congress of Radiology (Vienna, March 1, 2023 - March 5, 2023)
BibTeX: Download
Hofmann A., Lomakin K., Kleinlein M., Bader T., Sippel M., Gold G.:
SLS-Printed E-Band Waveguides and the Impact of Surface Roughness
European Microwave Conference (EuMC) (Berlin, September 17, 2023 - September 22, 2023)
BibTeX: Download
Hoßbach J., Splitthoff DN., Cauley S., Clifford B., Polak D., Maier A.:
Severe MR Motion Artefact Correction with 2 step Deep Learning-based guidance
2023 ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, June 3, 2023 - June 8, 2023)
BibTeX: Download
Hung H., Perez Toro PA., Arias Vergara T., Maier A., Nöth E.:
Speaking Clearly, Understanding Better: Predicting the L2 Narrative Comprehension of Chinese Bilingual Kindergarten Children Based on Speech Intelligibility Using a Machine Learning Approach
Interspeech 2023 (Dublin, August 20, 2023 - August 24, 2023)
In: Interspeech 2023 2023
DOI: 10.21437/Interspeech.2023-2057
BibTeX: Download
Hürriyetoğlu A., Paccosi T., Menini S., Zinnen M., Lisena P., Akdemir K., Troncy R., van Erp M.:
MUSTI - Multimodal Understanding of Smells in Texts and Images at MediaEval 2022
2022 MediaEval Workshop, MediaEval 2022 (Virtual, Online, NOR, January 12, 2023 - January 13, 2023)
In: Steven Hicks, Alba Garcia Seco De Herrera, Johannes Langguth, Johannes Langguth, Andreas Lommatzsch, Stelios Andreadis, Minh-Son Dao, Pierre-Etienne Martin, Ali Hurriyetoglu, Vajira Thambawita, Tor-Arne Nordmo, Romain Vuillemot, Martha Larson (ed.): CEUR Workshop Proceedings 2023
BibTeX: Download
Jaganathan S., Kukla M., Wang J., Shetty K., Maier A.:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
DOI: 10.1109/WACV56688.2023.00281
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Leipert M., Herl G., Müller M., Meskemper J., Zabler S.:
Automated Shoe Metrology by X-Ray Computed Tomography
3DBODY.TECH 2023 - 14th International Conference and Exhibition on 3D Body Scanning and Processing Technologies (Lugano, October 17, 2023 - October 18, 2023)
DOI: 10.15221/23.48
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Leipert M., Herl G., Stebani J., Zabler S., Maier A.:
Three-Step Volumetric Segmentation for Automated Shoe Fitting
12th Conference on Industrial Computed Tomography (iCT) 2023 (Fürth, February 27, 2023 - March 2, 2023)
In: e-Journal of Nondestructive Testing 28 2023
DOI: 10.58286/27736
URL: https://www.ndt.net/search/docs.php3?id=27736&edit=0
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Liu C., Denzinger F., Folle L., Qiu J., Klein L., Maier J., Kachelrieb M., Lell M., Maier A.:
Whole-Body Multi-Organ Segmentation Using Anatomical Attention
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230529
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Maul N., Zinn K., Wagner F., Thies M., Rohleder M., Pfaff L., Kowarschik M., Birkhold A., Maier A.:
Transient Hemodynamics Prediction Using an Efficient Octree-Based Deep Learning Model
28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, June 18, 2023 - June 23, 2023)
In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-34048-2_15
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Mei S., Fan F., Maier A.:
Metal Inpainting in CBCT Projections Using Score-based Generative Model
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230638
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Nau M., Reymann M., Massanes F., Vija AH., Maier A.:
Computing Null Space Hallucinations on Simulated SPECT Image Reconstructions
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD) (Vancouver, BC, Canada, November 4, 2023 - November 11, 2023)
DOI: 10.1109/NSSMICRTSD49126.2023.10338608
URL: https://ieeexplore.ieee.org/abstract/document/10338608
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Nguyen TT., Folle L., Bayer T., Maier A.:
Detection of Arterial Occlusion on Magnetic Resonance Angiography of the Thigh using Deep Learning
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_60
BibTeX: Download
Nicolaou A., Luger D., Decker F., Renet N., Christlein V., Vogeler G.:
Efficient Annotation of Medieval Charters
International Conference on Document Analysis and Recognition (San José, CA, USA, August 21, 2023 - August 26, 2023)
In: Mickael Coustaty, Alicia Fornés (ed.): Document Analysis and Recognition – ICDAR 2023 Workshops. 2023
DOI: 10.1007/978-3-031-41498-5_20
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Nikolaidou K., Retsinas G., Christlein V., Seuret M., Sfikas G., Barney Smith E., Mokayed H., Liwicki M.:
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion Models
International Conference on Document Analysis and Recognition (San José, CA, August 21, 2023 - August 26, 2023)
In: Lecture Notes in Computer Science, Cham: 2023
DOI: 10.1007/978-3-031-41679-8_22
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Packhäuser K., Folle L., Thamm F., Maier A.:
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230346
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Packhäuser K., Gündel S., Münster N., Syben C., Christlein V., Maier A.:
Abstract: Is Medical Chest X-ray Data Anonymous?
German Workshop on Medical Image Computing (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_44
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Packhäuser K., Gündel S., Thamm F., Denzinger F., Maier A.:
Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy
International Conference on Medical Image Computing and Computer-Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
In: Greenspan H, Madabhushi A, Mousavi P, Salcudean S, Duncan J, Syeda-Mahmood T, Taylor R (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
DOI: 10.1007/978-3-031-43898-1_26
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Perez Toro PA., Arias Vergara T., Braun F., Hönig F., Tobón-Quintero CA., Aguillón D., Lopera F., Hincapié-Henao L., Schuster M., Riedhammer K., Maier A., Nöth E., Orozco Arroyave JR.:
Automatic Assessment of Alzheimer's across Three Languages Using Speech and Language Features
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2079
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Perez Toro PA., Rodriguez Salas D., Arias Vergara T., Bayerl SP., Klumpp P., Riedhammer KT., Schuster M., Nöth E., Maier A., Orozco Arroyave JR.:
Transferring Quantified Emotion Knowledge for the Detection of Depression in Alzheimer’s Disease Using Forestnets
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Rhodes Island, June 4, 2023 - June 10, 2023)
In: ICASSP 2023 2023
DOI: 10.1109/ICASSP49357.2023.10095219
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Pfaff L., Wagner F., Hoßbach J., Preuhs E., Gadjimuradov F., Benkert T., Nickel MD., Wuerfl T., Maier A.:
Unsupervised denoising of prostate DWI
ISMRM
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Pfaff L., Wagner F., Hoßbach J., Preuhs E., Maul N., Thies M., Denzinger F., Nickel MD., Wuerfl T., Maier A.:
Robust multi-contrast MRI denoising using trainable bilateral filters without noise-free targets
International Symposium on Biomedical Imaging (ISBI)
BibTeX: Download
Pfaff L., Wagner F., Hoßbach J., Preuhs E., Nickel MD., Wuerfl T., Maier A.:
Quantitative evaluation of denoising algorithms without noise-free ground-truth data
ISMRM
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Ploner S., Chen S., Won J., Husvogt L., Breininger K., Schottenhamml J., Fujimoto JG., Maier A.:
Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_57
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Ploner S., Won J., Schottenhamml J., Girgis J., Lam K., Waheed N., Fujimoto J., Maier A.:
A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230526
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Ploner S., Won J., Yaghy A., Lam K., Girgis JM., Schottenhamml J., Husvogt L., Waheed NK., Fujimoto JG., Maier A.:
Advanced volume rebuilding overcomes quilting, stretching, and banding image artifacts in orthogonally-scanned OCT
Arvo Annual Meeting 2023 (New Orleans)
In: Investigative Ophthalmology & Visual Science 2023
Open Access: https://iovs.arvojournals.org/article.aspx?articleid=2789933
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Putz F., Szkitsak J., Grigo J., Masitho S., Weissmann T., Frey B., Gaipl U., Fietkau R., Bert C., Huang Y.:
Deep Learning-assisted delineation of brain metastases: a workflow focusing on AI-expert interaction
ESTRO 2023 (Vienna, May 13, 2023 - May 16, 2023)
In: ESTRO (ed.): Radiotherapy and Oncology 2023
DOI: 10.1016/S0167-8140(23)08461-X
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Qiu J., Wilm F., Öttl M., Schlereth M., Liu C., Heimann T., Aubreville M., Breininger K.:
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation
In: The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023) 2023
DOI: 10.48550/arXiv.2307.07168
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Raghunath A., Wagner F., Thies M., Gu M., Pechmann S., Aust O., Weidner D., Neag G., Schett G., Christiansen SH., Uderhardt S., Maier A.:
Unsupervised Super Resolution in X-ray Microscopy using a Cycle-consistent Generative Model
BVM Workshop Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Bildverarbeitung für die Medizin 2023 2023
DOI: 10.1007/978-3-658-41657-7_19
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Rajput JR., Möhle TA., Fabian M., Mennecke A., Sembill J., Kuramatsu J., Schmidt M., Dörfler A., Maier A., Zaiß M.:
Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7T
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43993-3_44
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Reimann M., Won J., Takahashi H., Yaghy A., Hwang Y., Ploner S., Lin J., Girgis J., Lam K., Chen S., Waheed NK., Maier A., Fujimoto JG.:
Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_50
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Reymann M., Vija AH., Maier A.:
Data Driven Gating in SPECT using Isomap
SNMMI Annual Meeting (Chicago, IL, USA)
In: SNMMI (ed.): Society of Nuclear Medicine and Molecular Imaging Annual Meeting 2023 2023
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Reymann M., Vija AH., Maier A.:
Masking for DDG in SPECT Reduces Influence of Motion Artifacts
In: IEEE (ed.): IEEE RTSD NSS-MIC 2023 2023
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Rios-Urrego CD., Rusz J., Nöth E., Orozco-Arroyave JR.:
Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-2146
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Rist L., Taubmann O., Ditt H., Sühling M., Maier A.:
Flexible Unfolding of Circular Structures for Rendering Textbook-Style Cerebrovascular Maps
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 (Vancouver, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, Cham: 2023
DOI: 10.1007/978-3-031-43904-9_71
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Rist L., Taubmann O., Muhlberg A., Denzinger F., Thamm F., Sühling M., Norenberg D., Holch JW., Maurus S., Gebauer L., Huber T., Maier A.:
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230367
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Rivera Monroy L., Rist L., Eberhardt M., Ostalecki C., Baur A., Vera J., Breininger K., Maier A.:
Employing Graph Representations for Cell-Level Characterization of Melanoma MELC Samples
IEEE International Symposium on Biomedical Imaging (Cartagena, April 18, 2023 - April 21, 2023)
In: IEEE (ed.): 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230519
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Rodriguez Salas D., Öttl M., Seuret M., Packhäuser K., Maier A.:
Using Forestnets for Partial Fine-Tuning Prior to Breast Cancer Detection in Ultrasounds
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (Cartagena, Colombia, April 18, 2023 - April 21, 2023)
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) 2023
DOI: 10.1109/ISBI53787.2023.10230424
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Rohleder M., Mekki L., Uneri A., Sisniega A., Kunze H., Kleinszig G., Maier A., Kreher BW., Siewerdsen JH.:
Cone-beam CT trajectory optimization for metal artifact avoidance using ellipsoidal object parameterizations
DOI: 10.1117/12.2654349
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Rohleder M., Pradel C., Wagner F., Thies M., Maul N., Denzinger F., Maier A., Kreher B.:
Enabling Geometry Aware Learning Through Differentiable Epipolar View Translation
26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, October 8, 2023 - October 12, 2023)
In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-43898-1_6
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Schauer J., Thamm F., Taubmann O., Maier A.:
Cerebral Vessel Tree Estimation from Non-contrast CT using Deep Learning Methods
Bildverarbeitung für die Medizin 2023 (, June 1, 2023 - June 1, 2023)
In: Bildverarbeitung für die Medizin 2023 2023
DOI: 10.1007/978-3-658-41657-7_15
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Schneider LS., Thies M., Schielein R., Syben C., Unberath M., Maier A.:
Learning-based Trajectory Optimization for a Twin Robotic CT System
12th Conference on Industrial Computed Tomography (iCT) 2023 (Fürth, February 27, 2023 - March 2, 2023)
In: NDT.net Issue: 2023-03 2023
DOI: 10.58286/27748
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Schneider LS., Thies M., Syben C., Schielein R., Unberath M., Maier A.:
Task-based Generation of Optimized Projection Sets using Differentiable Ranking
Fully3D 2023 (Stony Brook State University of New York, July 16, 2023 - July 21, 2023)
In: Fully3D 2023 Proceedings 2023
DOI: 10.48550/arXiv.2303.11724
URL: https://arxiv.org/abs/2303.11724
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Schottenhamml J., Würfl T., Ploner S., Husvogt L., Maier A., Hohberger B., Mardin CY.:
Impact of acquisition area on deep-learning-based glaucoma detection in OCTA
ARVO annual meeting 2023 (New Orleans)
In: Investigative Ophthalmology & Visual Science 2023
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Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement
INTERSPEECH (Dublin, Ireland, August 20, 2023 - August 24, 2023)
In: INTERSPEECH 2023 2023
Open Access: https://arxiv.org/abs/2305.08227
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Schröter H., Rosenkranz T., Escalante-B AN., Maier A.:
Deep Multi-Frame Filtering for Hearing Aids
INTERSPEECH (Dublin, Ireland, August 20, 2023 - August 24, 2023)
In: INTERSPEECH 2023 2023
Open Access: https://arxiv.org/abs/2305.08225
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Schuller BW., Batliner A., Amiriparian S., Barnhill A., Gerczuk M., Triantafyllopoulos A., Baird AE., Tzirakis P., Gagne C., Cowen AS., Lackovic N., Caraty MJ., Montacié C.:
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests
31st ACM International Conference on Multimedia, MM 2023 (Ottawa, ON, CAN, October 29, 2023 - November 3, 2023)
In: MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia 2023
DOI: 10.1145/3581783.3612835
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Schuster B., Kordon F., Mayr M., Seuret M., Jost S., Kessler J., Christlein V.:
Multi-stage Fine-Tuning Deep Learning Models Improves Automatic Assessment of the Rey-Osterrieth Complex Figure Test
Document Analysis and Recognition - ICDAR 2023 (San José, CA)
In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
DOI: 10.1007/978-3-031-41676-7_1
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Serra Juhé A., Rinck D., Maier A.:
Generation of Synthetic 3D Data Using Simulated MR Examinations in Augmented Reality
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, COL, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230770
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Seuret M., Marthot-Santaniello I., White SA., Serbaeva Saraogi O., Agolli S., Carrière G., Rodriguez Salas D., Christlein V.:
ICDAR 2023 Competition on Detection and Recognition of Greek Letters on Papyri
17th International Conference on Document Analysis and Recognition - ICDAR 2023 (San José, CA, USA, August 21, 2023 - August 23, 2023)
In: Fink, G.A., Jain, R., Kise, K., Zanibbi, R. (ed.): Document Analysis and Recognition - ICDAR 2023, Cham: 2023
DOI: 10.1007/978-3-031-41679-8_29
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Seuret M., van der Loop J., Weichselbaumer N., Mayr M., Molnar J., Hass T., Christlein V.:
Combining OCR Models for Reading Early Modern Books
17th International Conference on Document Analysis and Recognition, ICDAR 2023 (San José, CA, August 21, 2023 - August 26, 2023)
In: Gernot A. Fink, Rajiv Jain, Koichi Kise, Richard Zanibbi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Cham: 2023
DOI: 10.1007/978-3-031-41734-4_21
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Shetty K., Birkhold A., Jaganathan S., Strobel N., Kowarschik M., Maier A., Egger B.:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 (Vancouver, BC, June 18, 2023 - June 22, 2023)
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
DOI: 10.1109/CVPR52729.2023.00063
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Sindel A., Maier A., Christlein V.:
A Multi-modal Registration and Visualization Software Tool for Artworks using CraquelureNet
Pattern Recognition for Cultural Heritage (PatReCH) 2022 Workshop at the 26th International Conference on Pattern Recognition (ICPR) 2022 (Online (Montreal, QC, Canada), August 21, 2022 - August 21, 2022)
In: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges 2023
DOI: 10.1007/978-3-031-37731-0_9
URL: https://arxiv.org/pdf/2208.08836.pdf
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Sindel A., Maier A., Christlein V.:
ArtFacePoints: High-resolution Facial Landmark Detection in Paintings and Prints
Vision for Art (VISART VI) 2022 at European Conference on Computer Vision (ECCV) 2022 (Tel Aviv, October 23, 2022 - October 27, 2022)
In: Computer Vision – ECCV 2022 Workshops. ECCV 2022 2023
DOI: 10.1007/978-3-031-25056-9_20
URL: https://arxiv.org/pdf/2210.09204.pdf
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Sindel A., Maier A., Christlein V.:
A Vesselsegmentation-based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis
Bildverarbeitung für die Medizin 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Bildverarbeitung für die Medizin 2023, Wiesbaden: 2023
DOI: 10.1007/978-3-658-41657-7_11
URL: https://arxiv.org/pdf/2306.02901.pdf
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Stöwer P., Schilling A., Maier A., Krauß P.:
Conceptual Cognitive Maps Formation with Neural Successor Networks and Word Embeddings
IEEE International Conference on Development and Learning 2023 (ICDL) (Macau, November 9, 2023 - November 11, 2023)
DOI: 10.1109/ICDL55364.2023.10364535
URL: https://ieeexplore.ieee.org/abstract/document/10364535
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Sukowski F., Suth D., Waldyra A., Grulich T., Jung A.:
Automated 3D Defect Detection based on Simulated Reference
BibTeX: Download
Sun Y., Kist A.:
Compact Convolutional Transformers on Edge TPUs
Bildverarbeitung für die Medizin Workshop, BVM 2023
DOI: 10.1007/978-3-658-41657-7_32
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Tayebi Arasteh S., Rios-Urrego CD., Nöth E., Maier A., Yang SH., Rusz J., Rafael Orozco-Arroyave J.:
Federated learning for secure development of AI models for Parkinson’s disease detection using speech from different languages
Interspeech 2023 (Dublin, August 21, 2023 - August 24, 2023)
In: Proceedings of INTERSPEECH 2023, Dublin, Ireland: 2023
DOI: 10.21437/Interspeech.2023-2108
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Thies M., Wagner F., Maul N., Pfaff L., Schneider LS., Syben C., Maier A.:
Optimizing CT Scan Geometries With and Without Gradients
17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, New York, July 16, 2023 - July 21, 2023)
Open Access: https://arxiv.org/abs/2302.06251
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Utz J., Schlereth M., Qiu J., Thies M., Wagner F., Brahim OB., Gu M., Uderhardt S., Breininger K.:
McLabel: A Local Thresholding Tool for Efficient Semi-automatic Labelling of Cells in Fluorescence Microscopy
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, DEU, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_20
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Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, October 15, 2023 - October 18, 2023)
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
DOI: 10.1109/BHI58575.2023.10313401
URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
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Vorberg L., Thamm F., Ditt H., Horger M., Hagen F., Maier A.:
Detection of Pulmonary Embolisms in NCCT Data Using nnDetection
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_28
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Vornehm M., Spiske U., Fenski M., Wetzl J., Preuhs E., Maier A., Schulz-Menger J., Giese D.:
Fully Automatic Scar Segmentation on LGE Images with Reduced Contrast Agent Dose
SCMR 26th Annual Scientific Sessions (San Diego, CA, January 25, 2023 - January 28, 2023)
In: Proceedings of the SCMR 26th Annual Scientific Sessions 2023
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Wagner D., Baumann I., Braun F., Bayerl SP., Nöth E., Riedhammer K., Bocklet T.:
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
24th International Speech Communication Association, Interspeech 2023 (Dublin, IRL, August 20, 2023 - August 24, 2023)
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
DOI: 10.21437/Interspeech.2023-464
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Wagner F., Thies M., Maul N., Pfaff L., Aust O., Pechmann S., Syben C., Maier A.:
Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography
17th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine (Fully3D) (Stony Brook University, NY, USA, July 16, 2023 - July 21, 2023)
DOI: 10.48550/arXiv.2302.06436
URL: https://arxiv.org/pdf/2302.06436.pdf
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Wagner F., Thies M., Pfaff L., Aust O., Pechmann S., Weidner D., Maul N., Rohleder M., Gu M., Utz J., Denzinger F., Maier A.:
On the Benefit of Dual-Domain Denoising in a Self-Supervised Low-Dose CT Setting
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230511
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Wagner F., Thies M., Pfaff L., Maul N., Pechmann S., Gu M., Utz J., Aust O., Weidner D., Neag G., Uderhardt S., Choi JH., Maier A.:
Noise2Contrast: Multi-contrast Fusion Enables Self-supervised Tomographic Image Denoising
28th International Conference on Information Processing in Medical Imaging, IPMI 2023 (San Carlos de Bariloche, ARG, June 18, 2023 - June 23, 2023)
In: Alejandro Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023
DOI: 10.1007/978-3-031-34048-2_59
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Weise T., Maier A., Demir K., Perez Toro PA., Arias Vergara T., Heismann B., Nöth E., Schuster M., Yang SH.:
Impact of Including Pathological Speech in Pre-training on Pathology Detection
TSD 2023: Text, Speech, and Dialogue (Pilsen, September 4, 2023 - September 6, 2023)
In: Kamil Ekštein, František Pártl, Miloslav Konopík (ed.): Text, Speech, and Dialogue, Cham: 2023
DOI: 10.1007/978-3-031-40498-6_13
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Wetzl J., Yoon SS., Schmidt M., Haenel A., Weißgerber AB., Barkhausen J., Frydrychowicz A.:
AI-based Single-Click Cardiac MRI Exam: Initial Clinical Experience and Evaluation in 44 Patients
ISMRM & ISMRT Annual Meeting & Exhibition (Toronto, June 3, 2023 - June 8, 2023)
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Wilm F., Fragoso M., Bertram CA., Stathonikos N., Ottl M., Qiu J., Klopfleisch R., Maier A., Aubreville M., Breininger K.:
Mind the Gap: Scanner-Induced Domain Shifts Pose Challenges for Representation Learning in Histopathology
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230458
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Wilm F., Fragoso M., Bertram CA., Stathonikos N., Öttl M., Qiu J., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Multi-scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_46
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Wilm F., Fragoso M., Marzahl C., Qiu J., Puget C., Diehl L., Bertram CA., Klopfleisch R., Maier A., Breininger K., Aubreville M.:
Abstract: Pan-tumor CAnine CuTaneous Cancer Histology (CATCH) Dataset
Bildverarbeitung für die Medizin Workshop, BVM 2023 (Braunschweig, July 2, 2023 - July 4, 2023)
In: Thomas M. Deserno, Heinz Handels, Andreas Maier, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2023
DOI: 10.1007/978-3-658-41657-7_45
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Won J., Yaghy A., Ploner S., Takahashi H., Reimann MK., Girgis JM., Lam K., Hwang Y., Chen S., Maier A., Waheed NK., Fujimoto JG.:
Motion correction and volume merging of ultrahigh resolution OCT enable 3D visualization and longitudinal tracking of hyperreflective foci
ARVO imaging in the eye (New Orleans, April 22, 2023 - April 22, 2023)
In: Investigative Ophthalmology & Visual Science 2023
URL: https://iovs.arvojournals.org/article.aspx?articleid=2791149
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Yang SH., Demir K., Weise T., Schmid A., May M., Maier A.:
PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images
International Conference Interspeech 2023 (Dublin, August 21, 2023 - August 24, 2023)
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Yang SH., Perez Toro PA., Weise T., Hoffmann B., Demir K., Nöth E., Kallert T., Maier A.:
Multi-Modal Biomarker Extraction Framework for Therapy Monitoring of Social Anxiety and Depression Using Audio and Video
International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare) (Hawaii Convention Center, 1801 Kalākaua Ave, Honolulu, HI 96815, United States, July 29, 2023 - July 29, 2023)
In: International Conference on Machine Learning (Workshop on Machine Learning for Multimodal Healthcare) 2023
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Yang SH., Weise T., Demir K.:
Impact of Including Pathological Speech in Pre-Training on Pathology Detection
Text, Speech, and Dialogue. Satellite event of Interspeech 22023 (Pilsen, September 4, 2023 - July 6, 2023)
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Yu H., Forster F., Bhandary Panambur A., Merino A., Maier A., Marquardt G.:
UNSTAINED WHITE BLOOD CELL CLASSIFICATION USING DEEP LEARNING
XXXVIth International Symposium on Technical Innovations in Laboratory Hematology (New Orleans, LA, May 11, 2023 - May 13, 2023)
In: Abstracts of International Society for Laboratory Hematology XXXVIth International Symposium on Technical Innovations in Laboratory Hematology 2023
DOI: 10.1111/ijlh.14149
URL: https://onlinelibrary.wiley.com/doi/10.1111/ijlh.14149
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Zeiser FA., Santos IG., Bohn HC., da Costa CA., de Oliveira Ramos G., da Rosa Righi R., Maier A., Andrade JRM., Bacelar A.:
Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning
19th International Conference on Web Information Systems and Technologies, WEBIST 2023 (Hybrid, Rome, ITA, November 15, 2023 - November 17, 2023)
In: Francisco Garcia Penalvo, Massimo Marchiori (ed.): International Conference on Web Information Systems and Technologies, WEBIST - Proceedings 2023
DOI: 10.5220/0012205900003584
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Zenk J., Kordon F., Mayr M., Seuret M., Christlein V.:
Investigations on Self-supervised Learning for Script-, Font-type, and Location Classification on Historical Documents
7th International Workshop on Historical Document Imaging and Processing, HIP 2023, held in conjunction with ICDAR 2023 (San Jose, CA, August 25, 2023 - August 26, 2023)
In: ACM International Conference Proceeding Series 2023
DOI: 10.1145/3604951.3605519
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Zhdanov A., Bulev D., Dolganov A., Kulyabin M.:
Comparative Analysis of Machine Learning Clustering Methods for Electroretinogram
International Conference on e-Health and Bioengineering (EHB) 2023 - 11th Edition (Bucharest, Romania, October 9, 2023 - October 10, 2023)
In: Hariton-Nicolae Costin, Ratko Magjarević, Gladiola Gabriela Petroiu (ed.): Proceedings of the 11th International Conference on E-Health and Bioengineering, EHB-2023, November 9–10, 2023, Bucharest, Romania 2023
DOI: 10.1007/978-3-031-62502-2_45
URL: https://link.springer.com/chapter/10.1007/978-3-031-62502-2_45
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Zinnen M., Hussian A., Tran TMH., Madhu P., Maier A., Christlein V.:
SniffyArt: The Dataset of Smelling Persons
SUMAC '23: Proceedings of the 5th Workshop on analySis, Understanding and proMotion of heritAge Contents (Ottawa ON, Canada)
In: Proceedings of the 5th Workshop on AnalySis, Understanding and ProMotion of HeritAge Contents 2023
DOI: 10.1145/3607542.3617357
URL: https://arxiv.org/abs/2311.11888
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Öttl M., Steenpaß J., Rübner M., Geppert CI., Qiu J., Wilm F., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Breininger K.:
Improved HER2 Tumor Segmentation with Subtype Balancing Using Deep Generative Networks
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023 (Cartagena, April 18, 2023 - April 21, 2023)
In: Proceedings - International Symposium on Biomedical Imaging 2023
DOI: 10.1109/ISBI53787.2023.10230503
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