Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases. - Tobias R. Bodenmann; Nelson Gil; Felix J. Dorfner; Mason C. Cleveland; Jay B. Patel; Shreyas Bhat Brahmavar; Melisa S. Guelen; Dagoberto Pulido-Arias; Jayashree Kalpathy-Cramer; Jean-Philippe Thiran; Bruce R. Rosen; Elizabeth R. Gerstner; et al. (CaPTion@MICCAI, 2024)

Is Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports. - Felix J. Dorfner; Liv Jürgensen; Leonhard Donle; Fares Al Mohamad; Tobias R. Bodenmann; Mason C. Cleveland; Felix Busch; Lisa C. Adams; James Sato; Thomas Schultz 002; Albert E. Kim; Jameson Merkow; et al. (CoRR, 2024)

Improve Cross-Modality Segmentation by Treating MRI Images as Inverted CT Scans. - Hartmut Häntze; Lina Xu; Leonhard Donle; Felix J. Dorfner; Alessa Hering; Lisa C. Adams; Keno K. Bressem (CoRR, 2024)

MRSegmentator: Robust Multi-Modality Segmentation of 40 Classes in MRI and CT Sequences. - Hartmut Häntze; Lina Xu; Felix J. Dorfner; Leonhard Donle; Daniel Truhn; Hugo J. W. L. Aerts; Mathias Prokop; Bram van Ginneken; Alessa Hering; Lisa C. Adams; Keno K. Bressem (CoRR, 2024)

Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection. - Felix J. Dorfner; Janis Lucas Vahldiek; Leonhard Donle; Andrei Zhukov; Lina Xu; Hartmut Häntze; Marcus R. Makowski; Hugo J. W. L. Aerts; Fabian Proft; Valeria Rios Rodriguez; Judith Rademacher; Mikhail Protopopov; et al. (CoRR, 2024)

Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data. - Felix J. Dorfner; Amin Dada; Felix Busch; Marcus R. Makowski; Tianyu Han; Daniel Truhn; Jens Kleesiek; Madhumita Sushil; Jacqueline Lammert; Lisa C. Adams; Keno K. Bressem (CoRR, 2024)

Scalable Drift Monitoring in Medical Imaging AI. - Jameson Merkow; Felix J. Dorfner; Xiyu Yang; Alexander Ersoy; Giridhar Dasegowda; Mannudeep K. Kalra; Matthew P. Lungren; Christopher P. Bridge; Ivan Tarapov (CoRR, 2024)

Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks. - Felix J. Dorfner; Amin Dada; Felix Busch; Marcus R. Makowski; Tianyu Han; Daniel Truhn; Jens Kleesiek; Madhumita Sushil; Lisa C. Adams; Keno K. Bressem (J. Am. Medical Informatics Assoc., 2025)