Reconfigurable Radiology Labels without Relabeling
arXiv:2607.06597v2 [eess.IV] 14 Jul 2026
Jean-Benoit Delbrouck, Dave Van Veen, Akash Pattnaik, Kalina Slavkova, Javid Abderezaei, Harris Bergman, and Khan Siddiqui
Automated Structured Report Generation
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Vol. 1: Long Papers)
Jean-Benoit Delbrouck, Justin Xu, Johannes Moll, Alois Thomas, Zhihong Chen, Sophie Ostmeier, Asfandyar Azhar, Kelvin Zhenghao Li, Andrew Johnston, Christian Bluethgen, Eduardo Pontes Reis, Mohamed S Muneer, Maya Varma, and Curtis Langlotz
TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models
Thirty-ninth Conference on Neural Information Processing Systems – 2025
Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier, Akshay S Chaudhari, Curtis Langlotz
Agentic Systems in Radiology:
Design, Applications, Evaluation, and Challenges
ArXiv preprint 2510.09404
Christian Bluethgen, Dave Van Veen, Daniel Truhn, Jakob Nikolas Kather, Michael Moor, Malgorzata Polacin, Akshay S Chaudhari, Thomas Frauenfelder, Curtis P Langlotz, Michael Krauthammer, Farhad Nooralahzadeh
Best Practices for Large Language Models in Radiology
Radiology Volume 315, No. 1 – 2025
Christian Bluethgen, Dave Van Veen, Cyril Zakka, Katherine E. Link, Aaron Hunter Fanous, Roxana Daneshjou, Thomas Frauenfelder, Curtis P Langlotz, Sergios Gatidis, Akshay S. Chaudhari
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning
Thirty-ninth Conference on Neural Information Processing Systems Datasets and Benchmarks Track – 2025
Melanie Rieff, Maya Varma, Ossian Rabow, Subathra Adithan, Julie Kim, Ken Chang, Hannah Lee, Nidhi Rohatgi, Christian Bluethgen, Mohamed S Muneer, Jean-Benoit Delbrouck*, Michael Moor*
* Equal authorship
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
The Thirteenth International Conference on Learning Representations
Jiajie Li, Brian R Quaranto, Chenhui Xu, Ishan Mishra, Ruiyang Qin, Dancheng Liu, Peter C W Kim, Jinjun Xiong
RadEval: A framework for radiology text evaluation
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations – 2025
Justin Xu, Xi Zhang, Javid Abderezaei, Julie Bauml, Roger Boodoo, Fatemeh Haghighi, Ali Ganjizadeh, Eric Brattain, Dave Van Veen, Zaiqiao Meng, David W Eyre, Jean-Benoit Delbrouck
Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
Proceedings of the 5th Machine Learning for Health Symposium – 2025
Johannes Moll, Markus Graf, Tristan Lemke, Nicolas Lenhart, Daniel Truhn, Jean-Benoit Delbrouck, Jiazhen Pan, Daniel Rueckert, Lisa C. Adams, Keno K. Bressem
Methodological Challenges in Evaluating Large Language Models in Radiology
Radiology Volume 316, No. 3 – 2025
David Li, Woojin Kim, and Paul H. Yi
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing – 2025
Johannes Moll, Louisa Fay, Asfandyar Azhar, Sophie Ostmeier, Tim Lueth, Sergios Gatidis, Curtis Langlotz, Jean-Benoit Delbrouck
Best practices for the safe use of large language models and other generative AI in radiology
Radiology Volume 316, No. 3 – 2025
Paul H Yi, Hana L. Haver, Jean J. Jeudy, Woojin Kim, Felipe C. Kitamura, Eniola T Oluyemi, Andrew D Smith, Linda Moy, Vishwa S Parekh
A Dataset and Benchmark for Hospital Course Summarization with Adapted Large Language Models
Journal of the American Medical Informatics Association (JAMIA) Volume 32, No. 3
Asad Aali, Dave Van Veen, Yamin Ishraq Arefeen, Jason Hom, Christian Bluethgen, Eduardo P Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash S. Tehrani, Jangwon Kim, Akshay S. Chaudhari
MRI-based Radiomic Features for Risk Stratification of Ductal Carcinoma in Situ in a Multicenter Setting (ECOG-ACRIN E4112 Trial)
Radiology Volume 315, No. 1 – 2025
Kalina P. Slavkova*, Ruya Kang*, Anum Kazerouni, Debosmita Biswas, Vivian Belenky, Rhea Chitalia, Hannah Horng, Michael Hirano, Jennifer Xiao, Ralph Corsetti, Sara Javid, Derrick Spell, Antonio Wolff, Joseph Sparano, Seema Khn, Christopher Comstock, Justin Romanoff, Constantine Gatsonis, Constance Lehman, Savannah Partridge, Jon Steingrimsson, Despina Kontos, Habib Rahbar