Lukas Buess
Lehrstuhl für Informatik 5 (Mustererkennung)
Research associates
Address
Martensstraße 3
91058 Erlangen
- Since 03/2024:
Ph.D. Student at the Pattern Recognition Lab, Friedrich-Alexander Universität Erlangen-Nürnberg
Topic: "Multimodal Reporting in Radiology" - 10/2020-03/2024:
M.Sc. in Biomedical Computing, Technical University of Munich
Master’s Thesis: "Domain-specific Self-Supervised Pretraining for Vertebral Body Diagnosis" - 09/2016-10/2020:
B.Eng. in Medical Technologies, Pforzheim University
Bachelor’s Thesis: "Classification of Cells using Active Learning"
No projects found.
2026
Conference Contributions
- , , , , , :
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
2025
Journal Articles
- , , , , :
From large language models to multimodal AI: a scoping review on the potential of generative AI in medicine
In: Biomedical Engineering Letters (2025)
ISSN: 2093-9868
DOI: 10.1007/s13534-025-00497-1
BibTeX: Download
Conference Contributions
- , , , :
CXR-CML: Improved Zero-Shot Classification of Long-Tailed Multi-label Diseases in Chest X-Rays
MICCAI 2025 (Daejeon, September 23, 2025 - September 27, 2025)
In: 28th International Conference of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025
DOI: 10.1007/978-3-032-04978-0_20
URL: https://link.springer.com/chapter/10.1007/978-3-032-04981-0_12#chapter-info
BibTeX: Download
2024
Conference Contributions
- , , , , , , , :
Video-CT MAE: Self-supervised Video-CT Domain Adaptation for Vertebral Fracture Diagnosis
International Conference on Medical Imaging with Deep Learning (MIDL) 2024 (Paris, July 3, 2024 - July 5, 2024)
In: Ninon Burgos, Caroline Petitjean, Maria Vakalopoulou, Stergios Christodoulidis, Pierrick Coupe, Hervé Delingette, Carole Lartizien, Diana Mateus (ed.): Proceedings of MIDL 2024 2024
Open Access: https://openreview.net/pdf?id=shuwpLaOJP
URL: https://proceedings.mlr.press/v250/
BibTeX: Download
No awards found.
Current Theses & Projects
| Title | Type | Student | Period | Status |
|---|---|---|---|---|
| Automated Template Filling for Abdominal CT Reports Using Language Models | MA thesis | Siqi Chen | Apr 2026 – Sep 2026 | running |
| A Multimodal Foundation Model for Radiation Therapy | MA thesis | Nihal Verma | Mar 2026 – Aug 2026 | running |
| Agentic Radiology Report Generation | MA thesis | Muhammad Faizan Kazi | Jun 2026 – Nov 2026 | running |
| A Unified Vision–Language Model for Joint Radiological Image Modalities | MA thesis | Mohamed Hassan Elhassan Mohamed Aly Oraby | Feb 2026 – Jul 2026 | running |
| Privacy-Preserving Structured Chest X-Ray Report Generation using Multimodal Large Language Models within a Federated Learning Framework | MA thesis | MD Badhon Miah | Sep 2025 – Mar 2026 | running |
Completed Theses & Projects
| Title | Type | Student | Period | Status |
|---|---|---|---|---|
| Radiology Report Classification | Project | Jan Geier | finished | |
| Report Generation in pathology using WSIs | Project | Vicky Vicky | finished | |
| Structured Report Generation for 3D Chest CT Scans Using Large Vision-Language Models and Anatomy-Specific Data Augmentation | MA thesis | Robert Kurin | Mar 2025 – Aug 2025 | finished |
| Annotation by Speech in Radiology | MA thesis | Jan Geier | finished | |
| Utilizing LLMs for medication data annotation in german medical texts | MA thesis | Sneha Kumari | Jul 2024 – Mar 2025 | finished |
| Deep-learning based long-tailed multi-label chest X-ray disease classification | MA thesis | Rajesh Madhipati | Dec 2024 – May 2025 | finished |