2026 - Pattern Recognition Lab

Publications by year

Dissertations

No publications found.

Monographs

No publications found.

Journal articles

Chatterjee S., Ghumkar S., Ahbab MM., Ramachandran A., Tenbrinck D., Maier A., Semmelmann K., Bayer S.:
Early Detection of DMA-Level Leaks in Water Networks Using Robust Regression Ensemble Framework
In: Water 18 (2026), Article No.: 563
ISSN: 2073-4441
DOI: 10.3390/w18050563
BibTeX: Download
Das BK., Zhao G., Mailhe B., Re TJ., Comaniciu D., Gibson E., Maier A.:
Multi-plane vision transformer for hemorrhage classification using axial and sagittal MRI data
In: Scientific Reports 16 (2026), Article No.: 9333
ISSN: 2045-2322
DOI: 10.1038/s41598-026-44524-2
BibTeX: Download
Mendez R., Maier A., Emmert J.:
Comparison of Input-Data Matrix Representations Used for Continual Learning with Orthogonal Weight Modification on Edge Devices
In: Sensors 26 (2026), Article No.: 425
ISSN: 1424-8220
DOI: 10.3390/s26020425
BibTeX: Download
Novkoski F., Mélard M., Delens M., Wéry F., Noirhomme M., Pande J., Maier A., Smith AS., Vandewalle N.:
GRASPion: An open-source, programmable brainbot for active matter research
In: Review of Scientific Instruments 97 (2026), Article No.: 014704
ISSN: 0034-6748
DOI: 10.1063/5.0303152
BibTeX: Download
Ramachandran A., Chatterjee S., Neergaard TFB., Oberndoerfer M., Maier A., Bayer S.:
A deep learning framework for heat demand forecasting using time–frequency representations of decomposed features
In: Energy and AI (2026), Article No.: 100704
ISSN: 2666-5468
DOI: 10.1016/j.egyai.2026.100704
BibTeX: Download
Rivera Monroy LC., Petzold A., Sari M., Breininger K., Maier A., Vera González J., Erdmann M., Schliep S., Drexler K., Nieaxbel D., Schreml S., Hayani KM., Aebischer V., Braun SA., Schmidle P., Metze D., Sticherling M., Berking C., Koch E., Heppt M.:
Vision transformer-based diagnosis of psoriasis and eczema in whole-slide histology
In: Virchows Archiv (2026)
ISSN: 0945-6317
DOI: 10.1007/s00428-026-04445-x
BibTeX: Download
Rivera Monroy LC., Petzold A., Sari M., Breininger K., Maier A., Vera González J., Erdmann M., Schliep S., Drexler K., Niebel D., Schreml S., Hayani KM., Aebischer V., Braun SA., Schmidle P., Metze D., Sticherling M., Berking C., Koch E., Heppt M.:
Vision transformer-based diagnosis of psoriasis and eczema in whole-slide histology
In: Virchows Archiv (2026)
ISSN: 0945-6317
DOI: 10.1007/s00428-026-04445-x
BibTeX: Download
Vorberg L., Ditt H., Maier A., Nicolaou S., Murray N., Taubmann O.:
Comparing deep learning stroke segmentation in NCCT, CTA, and CTP: Accuracy, domain transfer, and temporal sampling effect
In: Medical Physics 53 (2026), Article No.: e70419
ISSN: 0094-2405
DOI: 10.1002/mp.70419
BibTeX: Download
Öttl M., Mei S., Wilm F., Qiu J., Steenpaß J., Rübner M., Hartmann A., Hübner H., Fasching P., Maier A., Erber R., Breininger K.:
Analyzing and adapting diffusion segmentation behavior for medical images
In: Biomedical Signal Processing and Control 112 (2026), Article No.: 108619
ISSN: 1746-8094
DOI: 10.1016/j.bspc.2025.108619
BibTeX: Download

Articles in Conference Proceedings

Aliakbari Mamaghani Z., Vorberg L., Maier A., Katzmann A., Taubmann O.:
An LLM-Based Active Assistant and Smart Manual for CT Imaging Workflows
1st International Workshop on Emerging LLM/LMM Applications in Medical Imaging, ELAMI 2025, Held in Conjunction with the 28th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, September 27, 2025 - September 27, 2025)
In: Hien Van Nguyen, Akash Awasthi, Vishal M. Patel, Ngan Le, Yuyin Zhou, Sheng Liu, S. Kevin Zhou (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-07502-4_6
BibTeX: Download
Alikarrar M., Syben C., Scheuplein J., Hümmer C., Ritschl L., Kappler S., Maier A.:
Parameter-efficient Finetuning of Foundational Models for Text-guided X-ray Image Segmentation
German Conference on Medical Image Computing (Lübeck, March 15, 2026 - March 17, 2026)
In: Bildverarbeitung für die Medizin 2026, Wiesbaden: 2026
DOI: 10.1007/978-3-658-51100-5_10
BibTeX: Download
Benkert J., Wagner P., Zinnen M., Christlein V., Meisen T.:
Dataset Curation for a Domain-specific People Detection System
18th International Conference on Machine Vision, ICMV 2025 (Paris, FRA, October 19, 2025 - October 22, 2025)
In: Wolfgang Osten (ed.): Proceedings of SPIE - The International Society for Optical Engineering 2026
DOI: 10.1117/12.3089052
BibTeX: Download
Bhat S., Bayer S., Grbic S., Maier A.:
Robust AI-Based Chest Radiograph Classification Without Prior Task Training via Improved Vision-Language Alignment
European Congress of Radiology (Vienna, March 4, 2026 - March 8, 2026)
In: European Society of Radiologists 2026
BibTeX: Download
Bhat S., Georgescu B., Mansoor A., Ghesu FC., Grbic S., Maier A.:
Toward Foundation Detection Models via Example-Based Grounding in EM-DETR
Computer Vision and Image Processing (Punjab, India, December 11, 2025 - December 13, 2025)
In: 10th International Conference on Computer Vision & Image Processing 2026
BibTeX: Download
Bhat S., Maier A.:
Improving Clinical Usability of Deep Learning for Radiographic Diagnosis: Learning under Constraints of Specificity, Data, and Annotation
MICCAI 2025 (Daejeon, South Korea, September 23, 2025 - September 27, 2025)
In: 28th International Conference of Medical Image Computing and Computer Assisted Intervention – MICCAI 2026
BibTeX: Download
Kang X., Vorberg L., Maier A., Katzmann A., Taubmann O.:
Scan-Do Attitude: Towards Autonomous CT Protocol Management Using a Large Language Model Agent
1st International Workshop on Agentic AI for Medicine, Agentic AI 2025, 1st International Workshop on Clinical-Driven Robotics and Embodied AI Technology, CREATE 2025, and 1st International Workshop on Multimodal Large Language Models in Clinical Practice, CMLLMs 2025, Held in Conjunction with the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, September 23, 2025 - September 27, 2025)
In: Jianing Qiu, Jinlin Wu, Curtis Langlotz, Baoru Huang, Zhen Lei, Honghan Wu, Hongbin Liu, Weidi Xie (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-06004-4_5
BibTeX: Download
Khamseh S., Wolz F., Scheuplein J., Ergler T., Maier A.:
AI-based Dual-domain Framework for Gridline Suppression in Digital Radiography
German Conference on Medical Image Computing (Lübeck, March 15, 2026 - March 17, 2026)
In: Bildverarbeitung für die Medizin 2026, Wiesbaden: 2026
DOI: 10.1007/978-3-658-51100-5_67
BibTeX: Download
Kim C., Conrad T., Karim R., Oelhaf J., Riebesel D., Maier A., Jäger J., Bayer S.:
Physics-informed GNN for medium-high voltage AC power flow with edge-aware attention and line search correction operator
In: 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain: 2026
URL: https://arxiv.org/abs/2509.22458
BibTeX: Download
Leipert M., Kotsch C., Zabler S., Maier A.:
Learning from Small Datasets with Hybrid Swin-Transformer in Industrial CT: A Case Study on Boxed Shoes
15th Conference on Industrial Computed Tomography (iCT) (Linz, February 10, 2026 - February 13, 2026)
In: Special Issue of e-Journal of Nondestructive Testing (eJNDT) 2026
DOI: 10.58286/32558
URL: https://www.ndt.net/search/docs.php3?id=32558
BibTeX: Download
Leipert M., Zabler S., Maier A.:
CenterMask3D: Are Bounding-Box Based Approaches Suitable for Volumetric Instance Segmentation?
15th Conference on Industrial Computed Tomography (iCT) (Linz, February 10, 2026 - February 13, 2026)
In: ndt.net (ed.): Special Issue of e-Journal of Nondestructive Testing 2026
DOI: 10.58286/32619
URL: https://www.ndt.net/search/docs.php3?id=32619
BibTeX: Download
Liu D., Arias-Vergara T., Hutter J., Maier A., Perez Toro PA.:
Audio–Vision Contrastive Learning for Phonological Class Recognition
28th International Conference on Text, Speech, and Dialogue, TSD 2025 (Erlangen, DEU, August 25, 2025 - August 28, 2025)
In: Kamil Ekštein, Miloslav Konopík, Ondrej Pražák, František Pártl (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-02548-7_6
BibTeX: Download
Mercado-Agudelo JF., Escobar-Grisales D., Ríos-Urrego CD., García AM., Bocanegra Y., Moreno L., Nöth E., Orozco-Arroyave JR.:
Verb Motility Dynamics Reveals Cognitive Impairment in Parkinson’s Disease: A Speech-Language Fusion Approach
28th International Conference on Text, Speech, and Dialogue, TSD 2025 (Erlangen, DEU, August 25, 2025 - August 28, 2025)
In: Kamil Ekštein, Miloslav Konopík, Ondrej Pražák, František Pártl (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-02551-7_25
BibTeX: Download
Perez Toro PA., Arias Vergara T., Bueß L., Hutter J., Woo J., Maier A.:
Cross‑modal diffusion for region‑aligned vocal tract MRI synthesis
DOI: 10.1117/12.3087986
URL: https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13930/3087986/Crossmodal-diffusion-for-regionaligned-vocal-tract-MRI-synthesis/10.1117/12.3087986.short
BibTeX: Download
Rohleder M., Scheuplein J., Maier A., Kreher BW.:
Metal Artifact Avoidance: Improved CBCT Image Quality through Tilted C-Arm 3D Scans
CAOS 2025: The 25th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (Davos, June 16, 2025 - June 19, 2025)
In: Joshua William Giles, Aziliz Guezou-Philippe (ed.): Proceedings of The 25th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery 2026
DOI: 10.29007/1q88
BibTeX: Download
Scheuplein J., Kreher BW., Maier A.:
Prediction of Patient and Mobile C-arm Orientation in Orthopedic Trauma Procedures
German Conference on Medical Image Computing (Lübeck, March 15, 2026 - March 17, 2026)
In: Bildverarbeitung für die Medizin 2026, Wiesbaden: 2026
DOI: 10.1007/978-3-658-51100-5_43
BibTeX: Download
Scheuplein J., Rohleder M., Kreher BW., Maier A.:
From Unlabeled Data to Clinical Applications: Foundation Models in Medical Imaging
CAOS 2025: The 25th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery (Davos, June 16, 2025 - June 19, 2025)
In: Joshua William Giles, Aziliz Guezou-Philippe (ed.): Proceedings of The 25th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery 2026
DOI: 10.29007/h2m6
BibTeX: Download
Scheuplein J., Rohleder M., Maier A., Kreher BW.:
Abstract: DINO Adapted to X-ray (DAX)
German Conference on Medical Image Computing (Lübeck, March 15, 2026 - March 17, 2026)
In: Bildverarbeitung für die Medizin 2026, Wiesbaden: 2026
DOI: 10.1007/978-3-658-51100-5_44
BibTeX: Download
Scheuplein J., Rohleder M., Maier A., Kreher BW.:
DINO Adapted to X-Ray (DAX): Foundation Models for Intraoperative X-Ray Imaging
28th International Conference on Medical Image Computing and Computer Assisted Intervention (Daejeon, September 23, 2025 - September 27, 2025)
In: Gee JC, Alexander DC, Hong J, Iglesias JE, Sudre CH, Venkataraman A, Golland P, Kim JH, Park J (ed.): Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, Cham: 2026
DOI: 10.1007/978-3-032-05127-1_14
BibTeX: Download
Sheta A., Zinnen M., Sindel A., Maier A., Christlein V.:
Data Augmentation via Latent Diffusion Models for Detecting Smell-Related Objects in Historical Artworks
Workshops and competitions hosted by the 23rd International Conference on Image Analysis and Processing, ICIAP 2025 (Rome, ITA, September 15, 2025 - September 19, 2025)
In: Emanuele Rodolà, Fabio Galasso, Iacopo Masi (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-11317-7_42
BibTeX: Download
Sun Y., Schneider LS., Schwarz A., Gu M., Mei S., Ye C., Bayer S., Maier A.:
LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT
1st International Workshop on Reconstruction and Imaging Motion Estimation, RIME 2025, and 7th International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2025, held in conjunction with the 28th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2025 (Daejeon, September 27, 2025 - September 27, 2025)
In: Lina Felsner, Thomas Küstner, Andreas Maier, Chen Qin, Seyed-Ahmad Ahmadi, Anees Kazi, Xiaoling Hu (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-06103-4_8
BibTeX: Download
Tasharofi F., Fan F., Qahqaie M., Thies M., Maier A.:
FIND-Net – Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction
28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 (Daejeon, KOR, September 23, 2025 - September 27, 2025)
In: James C. Gee, Jaesung Hong, Carole H. Sudre, Polina Golland, Jinah Park, Daniel C. Alexander, Juan Eugenio Iglesias, Archana Venkataraman, Jong Hyo Kim (ed.): Lecture Notes in Computer Science 2026
DOI: 10.1007/978-3-032-05169-1_19
BibTeX: Download
Weber F., Gorges T., Raghunath A., Maier A.:
Anomaly Detection in Thoracic CT
German Conference on Medical Image Computing (Lübeck, March 15, 2026 - March 17, 2026)
In: Bildverarbeitung für die Medizin 2026 2026
DOI: 10.1007/978-3-658-51100-5_24
BibTeX: Download

Patents

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Talks

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