2024
Dissertations
No publications found.
Monographs
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Journal articles
- Das BK., Zhao G., Islam S., Re TJ., Comaniciu D., Maier A., Gibson E.:
Co-ordinate-based positional embedding that captures resolution to enhance transformer’s performance in medical image analysis
In: Scientific Reports 14 (2024), Article No.: 9380
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59813-x
BibTeX: Download - Heger L., Heidkamp GF., Amon L., Nimmerjahn F., Bäuerle T., Maier A., Erber R., Hartmann A., Hack C., Rübner M., Hübner H., Fasching P., Beckmann M., Dudziak D.:
Unbiased high-dimensional flow cytometry identified NK and DC immune cell signature in Luminal A-type and triple negative breast cancer
In: OncoImmunology 13 (2024), Article No.: 2296713
ISSN: 2162-4011
DOI: 10.1080/2162402X.2023.2296713
BibTeX: Download - Kulyabin M., Constable P., Zhdanov A., Lee I., Thompson DA., Maier A.:
Attention to the Electroretinogram: Gated Multilayer Perceptron for ASD Classification
In: IEEE Access 12 (2024)
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3386638
URL: https://ieeexplore.ieee.org/abstract/document/10495056
BibTeX: Download - Kulyabin M., Zhdanov A., Nikiforova A., Stepichev A., Kuznetsova A., Ronkin M., Borisov V., Bogachev A., Korotkich S., Constable P., Maier A.:
OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods
In: Scientific Data (2024), Article No.: 365
ISSN: 2052-4463
DOI: 10.1038/s41597-024-03182-7
URL: https://www.nature.com/articles/s41597-024-03182-7
BibTeX: Download - Lüer L., Peters IM., Smith AS., Dorschky E., Eskofier B., Liers-Bergmann F., Franke J., Sjarov M., Brossog M., Guldi DM., Maier A., Brabec C.:
A digital twin to overcome long-time challenges in photovoltaics
In: Joule 8 (2024), p. 1-17
ISSN: 2542-4351
DOI: 10.1016/j.joule.2023.12.010
BibTeX: Download - Nguyen TT., Folle L., Bayer T.:
Detection of femoropopliteal arterial steno-occlusion at MR angiography: initial experience with artificial intelligence
In: European Radiology Experimental 8 (2024), Article No.: 30
ISSN: 2509-9280
DOI: 10.1186/s41747-024-00433-5
BibTeX: Download - Privalov M., Kordon FJ., Kunze H., Beisemann N., Vetter SY., Franke J., Grützner PA., Swartman B.:
Software‐based method for automated intraoperative planning of Schoettle Point in surgical medial patellofemoral ligament reconstruction: A comparative validation study
In: International Journal of Medical Robotics and Computer Assisted Surgery 20 (2024)
ISSN: 1478-5951
DOI: 10.1002/rcs.2607
BibTeX: Download - Putz F., Haderlein M., Lettmaier S., Semrau S., Fietkau R., Huang Y.:
Exploring the Capabilities and Limitations of Large Language Models for Radiation Oncology Decision Support
In: International Journal of Radiation Oncology Biology Physics 118 (2024), p. 900-904
ISSN: 0360-3016
DOI: 10.1016/j.ijrobp.2023.11.062
BibTeX: Download - Rivera Monroy L., Rist L., Wilm F., Ostalecki C., Baur A., Vera González J., Breininger K., Maier A.:
Multi-level cancer profiling through joint cell-graph representations
In: Smart Health 32 (2024), p. 100470
ISSN: 2352-6483
DOI: 10.1016/j.smhl.2024.100470
BibTeX: Download - Schieber H., Demir K., Kleinbeck C., Yang SH., Roth D.:
Indoor Synthetic Data Generation: A Systematic Review
In: Computer Vision and Image Understanding 240 (2024), Article No.: 103907
ISSN: 1077-3142
DOI: 10.1016/j.cviu.2023.103907
BibTeX: Download - Schraut T., Schützenberger A., Arias Vergara T., Kunduk M., Echternach M., Döllinger M.:
Machine learning based estimation of hoarseness severity using sustained vowelsa)
In: Journal of the Acoustical Society of America 155 (2024), p. 381-395
ISSN: 0001-4966
DOI: 10.1121/10.0024341
BibTeX: Download - Tayebi Arasteh S., Han T., Lotfinia M., Kuhl C., Jakob Nikolas K., Truhn D., Nebelung S.:
Large language models streamline automated machine learning for clinical studies
In: Nature Communications 15 (2024), p. 1603 (non-FAU publication)
ISSN: 2041-1723
DOI: 10.1038/s41467-024-45879-8
BibTeX: Download - Tayebi Arasteh S., Lotfinia M., Nolte T., Saehn MJ., Isfort P., Kuhl C., Nebelung S., Kaissis G., Truhn D.:
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs
In: Radiology: Artificial Intelligence 6 (2024), p. e230212 (non-FAU publication)
ISSN: 2638-6100
DOI: 10.1148/ryai.230212
BibTeX: Download - Wu F., Gourmelon N., Seehaus T., Zhang J., Braun M., Maier A., Christlein V.:
Contextual HookFormer for Glacier Calving Front Segmentation
In: IEEE Transactions on Geoscience and Remote Sensing 62 (2024), p. 1-15
ISSN: 0196-2892
DOI: 10.1109/TGRS.2024.3368215
URL: https://ieeexplore.ieee.org/document/10440599
BibTeX: Download - Yu H., Ni S., Thies M., Wagner F., Huang Y., Liu F., Maier A.:
Multiple Source Translation Micro-CT Improves Both Field-of-View and Spatial Resolution
In: IEEE Transactions on Instrumentation and Measurement 73 (2024), p. 1-11
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3385839
URL: https://ieeexplore.ieee.org/document/10494784
BibTeX: Download
Articles in Conference Proceedings
- Bhandary Panambur A., Madhu P., Bayer S., Maier A.:
Enhancing downstream classification of breast abnormalities in contrast enhanced spectral mammography using a neighborhood representation loss
SPIE Medical Imaging 2024 (San Diego, February 18, 2024 - February 23, 2024)
In: Weijie Chen, Susan M. Astley (ed.): Medical Imaging 2024: Computer-Aided Diagnosis 2024
DOI: 10.1117/12.3004102
BibTeX: Download - Bhandary Panambur A., Yu H., Bhat S., Madhu P., Bayer S., Maier A.:
Attention-guided Erasing
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_8
BibTeX: Download - Karbole W., Ploner S., Won J., Marmalidou A., Takahashi H., Waheed NK., Fujimoto JG., Maier A.:
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT
German Conference on Medical Image Computing, BVM 2024 (Erlangen, DEU, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2024
DOI: 10.1007/978-3-658-44037-4_90
BibTeX: Download - Khun Jush F., Dueppenbecker PM., Maier A.:
Speed-of-Sound Mapping for Pulse-Echo Ultrasound Raw Data Using Linked-Autoencoders
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_8
BibTeX: Download - Leipert M., Herl G., Zabler S., Maier A.:
Volumetric Instance Detection for Overlapping Shoes in Computed Tomography
13th Conference on Industrial Computed Tomography (Wels, February 6, 2024 - February 9, 2024)
DOI: 10.58286/29229
URL: https://www.ndt.net/search/docs.php3?id=29229
BibTeX: Download - Nau M., Vija AH., Reymann M., Gohn W., Maier A.:
Improving Hybrid Quantum Annealing Tomographic Image Reconstruction with Regularization Strategies
German Conference on Medical Image Computing - Bildverarbeitung für die Medizin (Erlangen, March 10, 2024 - March 12, 2024)
BibTeX: Download - Rivera Monroy L., Rist L., Eberhardt M., Ostalecki C., Bauer A., Vera J., Breininger K., Maier A.:
Comparative Analysis of Radiomic Features and Gene Expression Profiles in Histopathology Data using Graph Neural Networks
Bildverarbeitung für die Medizin 2024 (Erlangen, March 10, 2024 - March 12, 2024)
DOI: 10.1007/978-3-658-44037-4_49
BibTeX: Download - Shetty K., Birkhold A., Egger B., Jaganathan S., Strobel N., Kowarschik M., Maier A.:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_9
BibTeX: Download - Thies M., Wagner F., Gu M., Mei S., Huang Y., Pechmann S., Aust O., Weidner D., Neag G., Uderhardt S., Schett G., Christiansen S., Maier A.:
Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy
German Conference on Medical Image Computing, BVM 2024 (Erlangen, DEU, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2024
DOI: 10.1007/978-3-658-44037-4_60
URL: https://arxiv.org/abs/2303.00449
BibTeX: Download - Vorberg L., Taubmann O., Ditt H., Maier A.:
Segmentation of Acute Ischemic Stroke in Native and Enhanced CT using Uncertainty-aware Labels
German Conference on Medical Image Computing, BVM 2024 (Erlangen, DEU, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2024
DOI: 10.1007/978-3-658-44037-4_72
BibTeX: Download - Zaiss M., Rajput JR., Dang HN., Golkov V., Cremers D., Knoll F., Maier A.:
Exploring GPT-4 as MR Sequence and Reconstruction Programming Assistant
German Conference on Medical Image Computing, BVM 2024 (Erlangen, DEU, March 10, 2024 - March 12, 2024)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Informatik aktuell 2024
DOI: 10.1007/978-3-658-44037-4_28
BibTeX: Download
Patents
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Talks
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