2022
Dissertations
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Monographs
No publications found.
Journal articles
- Facco Rodrigues V., Righi RR., Andre da Costa C., Stoffel Antunes R., Bazo R., Reis ES., Seewald LA., S. LG., Eskofier B.:
HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms
In: IEEE Internet of Things (2022)
ISSN: 2327-4662
DOI: 10.1109/JIOT.2022.3160633
BibTeX: Download - Fan F., Kreher BW., Keil H., Maier A., Huang Y.:
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15617
BibTeX: Download - Kuhnert N., Maier A.:
FlexParser—The adaptive log file parser for continuous results in a changing world
In: Journal of Software: Evolution and Process 34 (2022), p. e2426
ISSN: 2047-7481
DOI: 10.1002/smr.2426
URL: https://onlinelibrary.wiley.com/doi/epdf/10.1002/smr.2426
BibTeX: Download - Maksoud Z., Schmidt M., Huang Y., Rutzner S., Mansoorian S., Weissmann T., Bert C., Distel L., Semrau S., Lettmaier S., Eyüpoglu IY., Fietkau R., Putz F.:
Transient Enlargement in Meningiomas Treated with Stereotactic Radiotherapy
In: Cancers 14 (2022), p. 1-13
ISSN: 2072-6694
DOI: 10.3390/cancers14061547
URL: https://www.mdpi.com/2072-6694/14/6/1547
BibTeX: Download - Maloca PM., Feu-Basilio S., Schottenhamml J., Valmaggia P., Scholl HP., Rosinés-Fonoll J., Marin-Martinez S., Inglin N., Reich M., Lange C., Egan C., Zweifel S., Tufail A., Spaide RF., Zarranz-Ventura J.:
Reference database of total retinal vessel surface area derived from volume-rendered optical coherence tomography angiography
In: Scientific Reports 12 (2022), p. 3695-
ISSN: 2045-2322
DOI: 10.1038/s41598-022-07439-2
BibTeX: Download - Maul N., Roser P., Birkhold A., Kowarschik M., Zhong X., Strobel N., Maier A.:
Learning-based occupational x-ray scatter estimation
In: Physics in Medicine and Biology 67 (2022)
ISSN: 0031-9155
DOI: 10.1088/1361-6560/ac58dc
BibTeX: Download - Muneton-Santa G., Escobar-Grisales D., Orlando Lopez-Pabon F., Pérez Toro PA., Orozco Arroyave JR.:
Classification of Poverty Condition Using Natural Language Processing
In: Social Indicators Research (2022)
ISSN: 0303-8300
DOI: 10.1007/s11205-022-02883-z
BibTeX: Download - Patwari M., Gutjahr R., Raupach R., Maier A.:
Limited parameter denoising for low-dose X-ray computed tomography using deep reinforcement learning
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15643
URL: https://aapm.onlinelibrary.wiley.com/doi/10.1002/mp.15643
BibTeX: Download - Periyasamy M., Davari A., Seehaus T., Braun M., Maier A., Christlein V.:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2022)
ISSN: 1939-1404
DOI: 10.1109/JSTARS.2022.3148033
BibTeX: Download - Singh Khural B., Baer-Beck M., Fournie E., Stierstorfer K., Huang Y., Maier A.:
Deep Learning-based Extended Field of View Computed Tomography Image Reconstruction: Influence of Network Design on Image Estimation Outside the Scan Field of View
In: Biomedical Physics and Engineering Express (2022)
ISSN: 2057-1976
DOI: 10.1088/2057-1976/ac47fc
URL: https://iopscience.iop.org/article/10.1088/2057-1976/ac47fc
BibTeX: Download - Wagner F., Thies M., Gu M., Huang Y., Pechmann S., Patwari M., Ploner S., Aust O., Uderhardt S., Schett G., Christiansen SH., Maier A.:
Ultra low‐parameter denoising: Trainable bilateral filter layers in computed tomography
In: Medical Physics (2022)
ISSN: 0094-2405
DOI: 10.1002/mp.15718
BibTeX: Download
Articles in Conference Proceedings
- Amsel D., Yoon SS., Wetzl J., Maier A.:
Diffeomorphic Image Registration for CINE Cardio MR images using deep learning
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download - Bergler C., Barnhill A., Perrin D., Schmitt M., Maier A., Nöth E.:
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning
23nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 (Incheon, Korea, September 18, 2022 - September 22, 2022)
In: UNDER REVIEW 2022
BibTeX: Download - Bergler C., Schmitt M., Maier A., Cheng RX., Barth V., Nöth E.:
ORCA-PARTY: An Automatic Killer Whale Sound Type Separation Toolkit Using Deep Learning
International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
BibTeX: Download - Denzinger F., Wels M., Taubmann O., Gülsün MA., Schöbinger M., Andre F., Buss SJ., Goerich J., Sühling M., Maier A., Breininger K.:
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling
Medical Imaging with Deep Learning (Zürich, July 6, 2022 - July 8, 2022)
Open Access: https://openreview.net/pdf?id=vVPMifME8b
BibTeX: Download - Hofmann A., Lomakin K., Sippel M., Gold G.:
Additively Manufactured Broadwall Waveguide Couplers for V-Band Applications
German Microwave Conference (GeMIC) (Ulm)
In: German Microwave Conference 2022
BibTeX: Download - Hofmann A., Lomakin K., Sippel M., Gold G.:
Additively Manufactured Slotted Waveguides for THz Applications
International Microwave Symposium (IMS) (Denver, CO)
In: IEEE/MTT-S International Microwave Symposium (IMS) 2022
BibTeX: Download - Melsheimer B., Jahn A., Putnings M., Valianos S., Walther M.:
Towards a CRIS-integrated solution for University Press workflows
CRIS2022: 15th International Conference on Current Research Information Systems (Dubrovnik, May 12, 2022 - May 14, 2022)
URL: https://dspacecris.eurocris.org/handle/11366/1979
BibTeX: Download - Popp A., Taubmann O., Thamm F., Ditt H., Maier A., Breininger K.:
Thrombus Detection in Non-Contrast Head CT using Graph Deep Learning
Bildverarbeitung in der Medizin 2022 (Heidelberg)
In: Bildverarbeitung in der Medizin 2022
BibTeX: Download - Schröter H., Escalante-B AN., Rosenkranz T., Maier A.:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering
ICASSP 2022 (Singapore, May 22, 2022 - May 27, 2022)
In: ICASSP 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
Open Access: https://arxiv.org/abs/2110.05588
URL: https://github.com/Rikorose/DeepFilterNet
BibTeX: Download - Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon FJ., Kappler S., Maier A.:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_13
BibTeX: Download - Thamm F., Taubmann O., Jürgens M., Ditt H., Maier A.:
Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations
Bildverarbeitung für die Medizin 2022 (Deutsches Krebsforschungszentrum, Heidelberg, Deutschland, March 20, 2022 - March 22, 2022)
In: Bildverarbeitung für die Medizin 2022 2022
BibTeX: Download - Wilm F., Marzahl C., Breininger K., Aubreville M.:
Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization Challenge
24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021 (Strasbourg, FRA, September 27, 2021 - October 1, 2021)
In: Marc Aubreville, David Zimmerer, Mattias Heinrich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
DOI: 10.1007/978-3-030-97281-3_1
BibTeX: Download - Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based valve motion parameter extraction on long axis CINE images – application on N=11000 patient datasets
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
BibTeX: Download - Yoon SS., Fischer C., Toupin S., Pezel T., Garot J., Wetzl J., Maier A., Giese D.:
Fully automatic AI-based extraction of mitral valve motion parameters on long axis CINE images – validation and application on N=2000 patient datasets
Society for Cardiovascular Magnetic Resonance 25th Annual Scientific Sessions (Fort Lauderdale, February 2, 2022 - February 5, 2022)
BibTeX: Download - Yoon SS., Gadjimuradov F., Schmidt M., Wetzl J., Maier A.:
Fully automated Machine Learning-based selection of optimal bSSFP frequency offset for artifact reduction in cardiac MRI
Artificial Intelligence in Cardiovascular Magnetic Resonance Imaging - A Joint Summit of the EACVI and SCMR (London, May 5, 2022 - May 6, 2022)
BibTeX: Download - Yoon SS., Schmidt M., Rick M., Chitiboi T., Sharma P., Emrich T., Tillmanns C., Seitz A., Mahrholdt H., Toupin S., Pezel T., Garot J., Wetzl J., Maier A.:
Automated Time Adjusted Myocardial Inversion Time Selection for Late Gadolinium Enhancement Imaging – Validation and Application on Patient Datasets
Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (London, May 7, 2022 - May 12, 2022)
BibTeX: Download - Zippert P., Seuret M., Maier A., Hausotte T.:
Influence of X-Ray Radiation on Historical Paper
11th Conference on Industrial Computed Tomography (Wels, Austria, February 8, 2022 - February 11, 2022)
Open Access: https://www.ndt.net/search/docs.php3?id=26625
URL: https://www.ndt.net/article/ctc2022/papers/ICT2022_paper_id264.pdf
BibTeX: Download
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