Opportunistic Incidence Prediction of Multiple Chronic Diseases from Abdominal CT Imaging Using Multi-task Learning. - Louis Blankemeier; Isabel Gallegos; Juan Manuel Zambrano Chaves; David J. Maron; Alexander T. Sandhu; Fátima Rodriguez; Daniel L. Rubin; Bhavik N. Patel; Marc H. Willis; Robert D. Boutin; Akshay S. Chaudhari (MICCAI (8), 2022)

RoentGen: Vision-Language Foundation Model for Chest X-ray Generation. - Pierre J. Chambon; Christian Bluethgen; Jean-Benoit Delbrouck; Rogier van der Sluijs; Malgorzata Polacin; Juan Manuel Zambrano Chaves; Tanishq Mathew Abraham; Shivanshu Purohit; Curtis P. Langlotz; Akshay Chaudhari (CoRR, 2022)

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models. - Dave Van Veen; Cara Van Uden; Maayane Attias; Anuj Pareek; Christian Bluethgen; Malgorzata Polacin; Wah Chiu; Jean-Benoit Delbrouck; Juan Manuel Zambrano Chaves; Curtis P. Langlotz; Akshay Chaudhari; John M. Pauly (BioNLP@ACL, 2023)

Radiology Decision Support System for Selecting Appropriate CT Imaging Titles Using Machine Learning Techniques Based on Electronic Medical Records. - Peyman Shokrollahi; Juan Manuel Zambrano Chaves; Jonathan P. H. Lam; Avishkar Sharma; Debashish Pal; Naeim Bahrami; Akshay S. Chaudhari; Andreas M. Loening (IEEE Access, 2023)

Comp2Comp: Open-Source Body Composition Assessment on Computed Tomography. - Louis Blankemeier; Arjun D. Desai; Juan Manuel Zambrano Chaves; Andrew Wentland; Sally Yao; Eduardo Pontes Reis; Malte E. K. Jensen; Bhanushree Bahl; Khushboo Arora; Bhavik N. Patel; Leon Lenchik; Marc H. Willis; et al. (CoRR, 2023)

Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. - Juan Manuel Zambrano Chaves; Shih-Cheng Huang; Yanbo Xu; Hanwen Xu; Naoto Usuyama; Sheng Zhang 012; Fei Wang 060; Yujia Xie; Mahmoud Khademi; Ziyi Yang; Hany Hassan Awadalla; Julia Gong; et al. (CoRR, 2024)

Tx-LLM: A Large Language Model for Therapeutics. - Juan Manuel Zambrano Chaves; Eric Wang; Tao Tu 001; Eeshit Dhaval Vaishnav; Byron Lee; S. Sara Mahdavi; Christopher Semturs; David J. Fleet; Vivek Natarajan; Shekoofeh Azizi (CoRR, 2024)

Weakly supervised language models for automated extraction of critical findings from radiology reports. - Avisha Das; Ish A. Talati; Juan Manuel Zambrano Chaves; Daniel L. Rubin; Imon Banerjee (npj Digit. Medicine, 2025)