The Self-Supervision Regime and Encoder Fit for Histopathology Image Analysis. - Asfandyar Azhar (ML4H@NeurIPS, 2024)

Modeling Clinical Decision Variability in Explainable Multimodal Seizure Detection. - Asfandyar Azhar; Amulyal Mathur; Sahil Jain; James Emilian; Shaurjya Mandal; Nidhish Shah; Yongjie Jessica Zhang (ML4H@NeurIPS, 2024)

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; Eduardo Pontes Reis; Mohamed S. Muneer; et al. (ACL (1), 2025)

MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion. - Asfandyar Azhar; Paul Thielen; Curtis P. Langlotz (AISTATS, 2025)

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; Eduardo Pontes Reis; Mohamed Muneer; et al. (CoRR, 2025)

Structuring Radiology Reports: Challenging LLMs with Lightweight Models. - Johannes Moll; Louisa Fay; Asfandyar Azhar; Sophie Ostmeier; Tim Lueth; Sergios Gatidis; Curtis P. Langlotz; Jean-Benoit Delbrouck (CoRR, 2025)