2024 - Pattern Recognition Lab

Dissertations

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Monographs

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Journal articles

Arias Vergara T., Madill C., Nguyen D., Holik J., Döllinger M.:
VOAT: Voice Onset Analysis Tool
In: SoftwareX 27 (2024), Article No.: 101802
ISSN: 2352-7110
DOI: 10.1016/j.softx.2024.101802
BibTeX: Download
Aubreville M., Stathonikos N., Donovan TA., Klopfleisch R., Ammeling J., Ganz J., Wilm F., Veta M., Jabari S., Eckstein M., Annuscheit J., Krumnow C., Bozaba E., Çayır S., Gu H., Chen X‘., Jahanifar M., Shephard A., Kondo S., Kasai S., Kotte S., Saipradeep VG., Lafarge MW., Koelzer VH., Wang Z., Zhang Y., Yang S., Wang X., Breininger K., Bertram CA.:
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
In: Medical Image Analysis 94 (2024), Article No.: 103155
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103155
BibTeX: Download
Büter R., Han JJ., Acar A., Li Y., Puentes PR., Soberanis-Mukul RD., Gupta I., Bhowmick J., Ghazi A., Maier A., Unberath M., Wu JY.:
Improving the Temporal Accuracy of Eye Gaze Tracking for the da Vinci Surgical System through Automatic Detection of Decalibration Events and Recalibration
In: Journal of Medical Robotics Research (2024), Article No.: 2440001
ISSN: 2424-905X
DOI: 10.1142/S2424905X24400014
BibTeX: Download
Chacon AM., Nguyen DD., Holik J., Döllinger M., Arias Vergara T., Arias-Vergara T., Madill CJ.:
Vowel onset measures and their reliability, sensitivity and specificity: A systematic literature review
In: PLoS ONE 19 (2024), p. e0301786-
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0301786
BibTeX: Download
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
Gomaa A., Huang Y., Hagag A., Schmitter C., Höfler D., Weissmann T., Breininger K., Schmidt M., Stritzelberger J., Delev D., Coras R., Dörfler A., Schnell O., Frey B., Gaipl U., Semrau S., Bert C., Hau P., Fietkau R., Putz F.:
Comprehensive Multimodal Deep Learning Survival Prediction Enabled by a Transformer Architecture: A Multicenter Study in Glioblastoma
In: Neuro-Oncology Advances (2024)
ISSN: 2632-2498
DOI: 10.1093/noajnl/vdae122
BibTeX: Download
Hagen F., Vorberg L., Thamm F., Ditt H., Maier A., Brendel JM., Ghibes P., Bongers MN., Krumm P., Nikolaou K., Horger M.:
Improved detection of small pulmonary embolism on unenhanced computed tomography using an artificial intelligence-based algorithm – a single centre retrospective study
In: International Journal of Cardiovascular Imaging (2024)
ISSN: 1569-5794
DOI: 10.1007/s10554-024-03222-8
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
Huang Y., Bert C., Gomaa A., Fietkau R., Maier A., Putz F.:
An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration
In: IEEE Access (2024), p. 1-16
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3431885
BibTeX: Download
Huang Y., Gomaa A., Höfler D., Schubert P., Gaipl U., Frey B., Fietkau R., Bert C., Putz F.:
Principles of artificial intelligence in radiooncology
In: Strahlentherapie und Onkologie (2024), p. 1-30
ISSN: 0179-7158
DOI: 10.1007/s00066-024-02272-0
BibTeX: Download
Huang Y., Khodabakhshi Z., Gomaa A., Schmidt M., Fietkau R., Guckenberger M., Andratschke N., Bert C., Tanadini-Lang S., Putz F.:
Multicenter privacy-preserving model training for deep learning brain metastases autosegmentation
In: Radiotherapy and Oncology (2024), p. 1-10
ISSN: 0167-8140
DOI: 10.1016/j.radonc.2024.110410
BibTeX: Download
Huijben EM., Terpstra ML., Galapon AJ., Pai S., Thummerer A., Koopmans P., Afonso M., van Eijnatten M., Gurney-Champion O., Chen Z., Zhang Y., Zheng K., Li C., Pang H., Ye C., Wang R., Song T., Fan F., Qiu J., Huang Y., Ha J., Sung Park J., Alain-Beaudoin A., Bériault S., Yu P., Guo H., Huang Z., Li G., Zhang X., Fan Y., Liu H., Xin B., Nicolson A., Zhong L., Deng Z., Müller-Franzes G., Khader F., Li X., Zhang Y., Hémon C., Boussot V., Zhang Z., Wang L., Bai L., Wang S., Mus D., Kooiman B., Sargeant CA., Henderson EG., Kondo S., Kasai S., Karimzadeh R., Ibragimov B., Helfer T., Dafflon J., Chen Z., Wang E., Perko Z., Maspero M.:
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
In: Medical Image Analysis 97 (2024), Article No.: 103276
ISSN: 1361-8415
DOI: 10.1016/j.media.2024.103276
BibTeX: Download
Kapsner L., Folle L., Hadler D., Eberle J., Balbach E., Liebert A., Ganslandt T., Wenkel E., Ohlmeyer S., Uder M., Bickelhaupt S.:
Lesion-conditioning of synthetic MRI-derived subtraction-MIPs of the breast using a latent diffusion model
In: Scientific Reports 14 (2024), Article No.: 6391
ISSN: 2045-2322
DOI: 10.1038/s41598-024-56853-1
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., Maier A., Loh L., Estevez JJ., Constable P.:
Generating Synthetic Light-Adapted Electroretinogram Waveforms Using Artificial Intelligence to Improve Classification of Retinal Conditions in Under-Represented Populations
In: Journal of Ophthalmology (2024), Article No.: 1990419
ISSN: 2090-004X
DOI: 10.1155/2024/1990419
URL: https://onlinelibrary.wiley.com/doi/10.1155/2024/1990419
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
Liu C., Klein L., Huang Y., Baader E., Lell MM., Kachelrieß M., Maier A.:
Two-view topogram-based anatomy-guided CT reconstruction for prospective risk minimization
In: Scientific Reports 14 (2024), p. 1-11
ISSN: 2045-2322
DOI: 10.1038/s41598-024-59731-y
URL: https://www.nature.com/articles/s41598-024-59731-y
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
Ma J., Wu F., Li C., Tang C., Zhang J., Xu Z., Li M., Liu D.:
G2EMOT: Guided Embedding Enhancement for Multiple Object Tracking in Complex Scenes
In: IEEE Transactions on Instrumentation and Measurement 73 (2024), p. 1-14
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3449952
URL: https://ieeexplore.ieee.org/document/10653748
BibTeX: Download
Martín Vicario C., Rodriguez Salas D., Maier A., Hock S., Kuramatsu J., Kallmünzer B., Thamm F., Taubmann O., Ditt H., Schwab S., Dörfler A., Mühlen I.:
Uncertainty-aware deep learning for trustworthy prediction of long-term outcome after endovascular thrombectomy
In: Scientific Reports 14 (2024), Article No.: 5544
ISSN: 2045-2322
DOI: 10.1038/s41598-024-55761-8
BibTeX: Download
Mattick A., Mayr M., Seuret M., Kordon F., Wu F., Christlein V.:
Evaluating learned feature aggregators for writer retrieval
In: International Journal on Document Analysis and Recognition 27 (2024), p. 265-274
ISSN: 1433-2833
DOI: 10.1007/s10032-024-00482-x
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
Oetter N., Pröll J., Sievert M., Goncalves M., Rohde M., Nobis CP., Knipfer C., Aubreville M., Pan Z., Breininger K., Maier A., Kesting MR., Stelzle F.:
Oral mucosa - an examination map for confocal laser endomicroscopy within the oral cavity: an experimental clinical study
In: Clinical Oral Investigations 28 (2024), Article No.: 266
ISSN: 1432-6981
DOI: 10.1007/s00784-024-05664-9
BibTeX: Download
Okolie A., Dirrichs T., Huck L., Nebelung S., Tayebi Arasteh S., Nolte T., Han T., Kuhl CK., Truhn D.:
Accelerating breast MRI acquisition with generative AI models
In: European Radiology (2024)
ISSN: 0938-7994
DOI: 10.1007/s00330-024-10853-x
BibTeX: Download
Privalov M., Kordon F., 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
Rohleder M., Thies M., Riedl S., Bullert B., Gierse J., Privalov M., Mandelka E., Vetter S., Maier A., Kreher B.:
An interactive task-based method for the avoidance of metal artifacts in CBCT
In: International Journal of Computer Assisted Radiology and Surgery (2024)
ISSN: 1861-6410
DOI: 10.1007/s11548-024-03103-4
BibTeX: Download
Schieber H., Demir KC., 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
Schlereth M., Yalcin-Mutlu M., Utz J., Bayat S., Heimann T., Qiu J., Ehring C., Liu C., Uder M., Kleyer A., Simon D., Roemer F., Schett G., Breininger K., Fagni F.:
Deep learning-based classification of erosion, synovitis and osteitis in hand MRI of patients with inflammatory arthritis
In: RMD Open 10 (2024)
ISSN: 2056-5933
DOI: 10.1136/rmdopen-2024-004273
BibTeX: Download
Schneider LS., Krauß P., Schiering N., Syben C., Schielein R., Maier A.:
Data-driven modeling in metrology - A short introduction, current developments and future perspectives
In: Technisches Messen 91 (2024), p. 480-503
ISSN: 0171-8096
DOI: 10.1515/teme-2024-0004
BibTeX: Download
Schottenhamml J., Würfl T., Ploner S., Husvogt L., Lämmer R., Hohberger B., Maier A., Mardin CY.:
Glaucoma detection using non-perfused areas in OCTA
In: Scientific Reports 14 (2024), Article No.: 10306
ISSN: 2045-2322
DOI: 10.1038/s41598-024-60839-4
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
Frank Sukowski, , Daniel Rauch, Richard Schielein, Tobias Schön, Adrian Waldyra, Mara Fries, Andreas K. Maier, Linda-Sophie Schneider, Gabriel Herl, Simon Wittl, Simon Zabler, Sebastian Zeitel, Joshua Bissels, Christoph Becker:
SmartCT - Development of AI based methods for automation of RoboCT scan procedures
In: e-Journal of Nondestructive Testing 29 (2024)
DOI: 10.58286/29232
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
Tayebi Arasteh S., Ziller A., Kuhl C., Makowski MR., Nebelung S., Braren R., Rueckert D., Truhn D., Kaissis G.:
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
In: Communications Medicine 4 (2024), Article No.: 46
ISSN: 2730-664X
DOI: 10.1038/s43856-024-00462-6
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Wang Z., Yu H., Huang Y., Wang S., Ni S., Li Z., Deng Z., Liu F., Cui J.:
BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction
In: IEEE Transactions on Instrumentation and Measurement (2024), p. 1-14
ISSN: 0018-9456
DOI: 10.1109/TIM.2024.3428633
BibTeX: Download
Wittmann E., Buerhop-Lutz C., Christlein V., Hauch J., Brabec C., Peters IM.:
The Voltage-Ear – An Anomaly in photovoltaic systems with undersized inverters
In: IEEE Photonics Journal (2024), p. 1-6
ISSN: 1943-0655
DOI: 10.1109/JPHOT.2024.3430029
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., Liu C., Thies M., Wagner F., Wang A., Zhang G., Huang Y., Liu F., Maier A.:
Reducing penumbral blur in computed tomography by learning the inverse finite focal spot model
In: Optics Express 32 (2024), p. 23674-23686
ISSN: 1094-4087
DOI: 10.1364/OE.527304
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
Zeiser FA., da Costa CA., de Oliveira Ramos G., Maier A., da Rosa Righi R.:
CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions
In: Expert Systems With Applications 255 (2024), Article No.: 124644
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124644
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Zinnen M., Madhu P., Leemans I., Bell P., Hussian A., Tran TMH., Hürriyetoğlu A., Maier A., Christlein V.:
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset
In: Expert Systems With Applications 255, Part B (2024), Article No.: 124576
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2024.124576
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Articles in Conference Proceedings

Aubreville M., Pan Z., Sievert M., Ammeling J., Ganz J., Oetter N., Stelzle F., Frenken AK., Breininger K., Goncalves M.:
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors
German Conference on Medical Image Computing, BVM 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_42
BibTeX: Download
Augustin L., Wagner F., Thies M., Maier A.:
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction
German Conference on Medical Image Computing, BVM 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_80
BibTeX: Download
Barnhill A., Nöth E., Maier A., Bergler C.:
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement
25th Annual Conference of the International Speech Communication Association, INTERSPEECH 2024 (Kos, Greece, September 1, 2024 - September 5, 2024)
In: Proceedings of the Annual Conference of the International Speech Communication Association 2024
BibTeX: Download
Barnhill A., Towers JR., Nöth E., Maier A., Bergler C.:
Utilizing Deep Incomplete Classifiers To Implement Semantic Clustering For Killer Whale Photo Identification Data
27th International Conference on Pattern Recognition (Kolkata, India, December 1, 2024 - December 5, 2024)
In: Proceedings of the 27th International Conference on Pattern Recognition 2024 2024
BibTeX: Download
Basak P., Ramachandran A., Maier A., Bayer S.:
Unveiling Consumer Behavior in District Heating Network: A Contrastive Learning Approach to Clustering
SESAAU2024 – Smart Energy Systems Conference (Aalborg, Denmark, September 10, 2024 - September 11, 2024)
BibTeX: Download
Bayer S., Sun Y., Maier A., Hoffmann J.:
Antitrust Regulation in the Era of Digital Market - A new perspective considering covert channel and artificial intelligence with technical demonstration
TilTing Perspectives 2024 (Tilburg, Netherlands, July 8, 2024 - July 10, 2024)
Open Access: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
URL: https://www.tilburguniversity.edu/about/schools/law/departments/tilt/events/tilting-perspectives/2024/regulation-and-innovation-digital-markets
BibTeX: Download
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
Brock L., Ben-Atya H., Saar G., Folle L., Maier A., Vandoorne K., Freiman M.:
T2 Distribution Analysis of Inflamed Bone Marrow Compartments in MR Images with Quantitative T2-mapping
2024 ISMRM & ISMRT Annual Meeting & Exhibition (Singapore, May 4, 2024 - May 9, 2024)
BibTeX: Download
El-Zein B., Eckert D., Weber T., Rohleder M., Ritschl L., Kappler S., Maier A.:
A Realistic Collimated X-Ray Image Simulation Pipeline
3rd International Workshop on Data Augmentation, Labeling, and Imperfections, DALI 2023 in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 (Vancouver, BC, October 12, 2023 - October 12, 2023)
In: Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-58171-7_14
BibTeX: Download
Fan F., Qiu J., Huang Y., Maier A.:
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
The 8th International Conference on Image Formation in X-Ray Computed Tomography (Bamberg, Germany, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2409.05982
URL: https://arxiv.org/pdf/2409.05982
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, 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. BVM 2024, Wiesbaden: 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
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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)
In: Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus Maier-Hein, Christoph Palm, Thomas Tolxdorff (ed.): Bildverarbeitung für die Medizin 2024. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_3
BibTeX: Download
Packhäuser K., Folle L., Nguyen TT., Thamm F., Maier A.:
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs
German Conference on Medical Image Computing, BVM 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_12
BibTeX: Download
Pérez Toro PA., Dineley J., Kaczkowska A., Conde P., Zhang Y., Matcham F., Siddi S., Haro JM., Bruce S., Wykes T., Bailón R., Vairavan S., Dobson RJ., Maier A., Nöth E., Orozco Arroyave JR., Narayan VA., Hotopf M., Cummins N.:
LONGITUDINAL MODELING OF DEPRESSION SHIFTS USING SPEECH AND LANGUAGE
49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 (Seoul, KOR, April 14, 2024 - April 19, 2024)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2024
DOI: 10.1109/ICASSP48485.2024.10447195
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Ramachandran A., Mousa H., Maier A., Bayer S.:
A Week Ahead Water Demand Forecasting using Convolutional Neural Network on Multi-Channel Wavelet Scalogram
WDSA CCWI 2024 - 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (University of Ferrara, Ferrara, Italy, July 1, 2024 - July 5, 2024)
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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
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Rodriguez Salas D., Rieß C., Martín Vicario C., Taubmann O., Ditt H., Schwab S., Dörfler A.:
Analysing Variables for 90-Day Functional-Outcome Prediction of Endovascular Thrombectomy
28th Annual Conference on Medical Image Understanding and Analysis (Manchester, July 24, 2024 - September 26, 2024)
In: Moi Hoon Yap, Connah Kendrick, Ardhendu Behera, Timothy Cootes, Reyer Zwiggelaar (ed.): Medical Image Understanding and Analysis. 28th Annual Conference, MIUA 2024, Manchester, UK, July 24–26, 2024, Proceedings, Part II, Cham: 2024
DOI: 10.1007/978-3-031-66958-3_15
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Schneider LS., Herl G., Maier A.:
Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation
CT Meeting 2024 (Bamberg, August 5, 2024 - August 9, 2024)
DOI: 10.48550/arXiv.2402.10223
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Sharma P., Katrolia JS., Rambach J., Mirbach B., Stricker D.:
Achieving RGB-D Level Segmentation Performance from a Single ToF Camera
13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024 (Rome, ITA, February 24, 2024 - February 26, 2024)
In: Modesto Castrillon-Santana, Maria De Marsico, Ana Fred (ed.): International Conference on Pattern Recognition Applications and Methods 2024
DOI: 10.5220/0012265100003654
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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
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Sun Y., Schneider LS., Fan F., Thies M., Gu M., Mei S., Zhou Y., Bayer S., Maier A.:
Data-Driven Filter Design in FBP: Transforming CT Reconstruction with Trainable Fourier Series
(2024)
DOI: 10.48550/arXiv.2401.16039
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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, 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_60
URL: https://arxiv.org/abs/2303.00449
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Thies M., Wagner F., Maul N., Mei S., Gu M., Pfaff L., Vysotskaya N., Yu H., Maier A.:
On the influence of smoothness constraints in computed tomography motion compensation
8th International Conference on Image Formation in X-Ray Computed Tomography (CT Meeting) (Bamberg, August 5, 2024 - August 9, 2024)
URL: https://www.ct-meeting.org/?p=program
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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, 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_72
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Vysotskaya N., Maul N., Fusco A., Hazra S., Harnisch J., Arias Vergara T., Maier A.:
Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Seoul, April 14, 2024 - April 19, 2024)
In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New York City: 2024
DOI: 10.1109/ICASSP48485.2024.10446988
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Wang T., Liu C., Rist L., Maier A.:
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
German Conference on Medical Image Computing, BVM 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_76
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Wilm F., Reimann MK., Taubmann O., Mühlberg A., Breininger K.:
Appearance-based Debiasing of Deep Learning Models in Medical Imaging
German Conference on Medical Image Computing, BVM 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_9
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Ye C., Schneider LS., Sun Y., Maier A.:
Deep Learning Computed Tomography based on the Defrise and Clack Algorithm
(2024)
DOI: 10.48550/arXiv.2403.00426
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Yuan Y., Schneider LS., Maier A.:
Application of Gated Recurrent Units for CT Trajectory Optimization
(2024)
DOI: 10.48550/arXiv.2405.09333
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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, 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. BVM 2024, Wiesbaden: 2024
DOI: 10.1007/978-3-658-44037-4_28
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Zhou Y., Schneider LS., Fan F., Maier A.:
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography
(2024)
DOI: 10.48550/arXiv.2401.16104
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