publications

2025

  1. Evaluating Reasoning Faithfulness in Medical Vision-Language Models using Multimodal Perturbations
    Johannes Moll ,  Markus Graf ,  Tristan Lemke ,  Nicolas Lenhart ,  Daniel Truhn ,  Jean-Benoit Delbrouck ,  Jiazhen Pan ,  Daniel Rueckert ,  Lisa C. Adams ,  and  Keno K. Bressem
    arXiv, 2025
    PDF Code Project page
  2. Structuring Radiology Reports: Challenging LLMs with Lightweight Models
    Johannes Moll ,  Louisa Fay ,  Asfandyar Azhar ,  Sophie Ostmeier ,  Tim Lueth ,  Sergios Gatidis ,  Curtis Langlotz ,  and  Jean-Benoit Delbrouck
    In Empirical Methods in Natural Language Processing (EMNLP) , 2025
    PDF Code Poster Project page
  3. Automated Structured Radiology Report Generation
    Jean-Benoit Delbrouck ,  Justin Xu ,  Johannes Moll ,  Alois Thomas ,  Zhihong Chen ,  Sophie Ostmeier ,  Asfandyar Azhar ,  Kelvin Zhenghao Li ,  Andrew Johnston ,  Christian Bluethgen ,  and  others
    In Association for Computational Linguistics (ACL) , 2025
    PDF Code Poster Project page