Query-Focused EHR Summarization to Aid Imaging Diagnosis. - Denis Jered McInerney; Borna Dabiri; Anne-Sophie Touret; Geoffrey S. Young; Jan-Willem van de Meent; Byron C. Wallace (MLHC, 2020)

Kronecker Factorization for Preventing Catastrophic Forgetting in Large-scale Medical Entity Linking. - Denis Jered McInerney; Luyang Kong; Kristjan Arumae; Byron C. Wallace; Parminder Bhatia (CoRR, 2021)

That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data. - Denis Jered McInerney; Geoffrey S. Young; Jan-Willem van de Meent; Byron C. Wallace (EMNLP, 2022)

Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges. - Sanjana Ramprasad; Denis Jered McInerney; Iain James Marshall; Byron C. Wallace (EACL (System Demonstrations), 2023)

CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models. - Denis Jered McInerney; Geoffrey S. Young; Jan-Willem van de Meent; Byron C. Wallace (EMNLP (Findings), 2023)

Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness. - Gongbo Zhang; Qiao Jin 001; Denis Jered McInerney; Yong Chen 016; Fei Wang 001; Curtis L. Cole; Qian Yang 004; Yanshan Wang; Bradley A. Malin; Mor Peleg; Byron C. Wallace; Zhiyong Lu; et al. (CoRR, 2023)

Open (Clinical) LLMs are Sensitive to Instruction Phrasings. - Alberto Mario Ceballos-Arroyo; Monica Munnangi; Jiuding Sun; Karen Y. C. Zhang; Denis Jered McInerney; Byron C. Wallace; Silvio Amir (BioNLP@ACL, 2024)

Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges. - Hiba Ahsan; Denis Jered McInerney; Jisoo Kim; Christopher Potter; Geoffrey S. Young; Silvio Amir; Byron C. Wallace (CHIL, 2024)

Towards Reducing Diagnostic Errors with Interpretable Risk Prediction. - Denis Jered McInerney; William Dickinson; Lucy C. Flynn; Andrea Young; Geoffrey S. Young; Jan-Willem van de Meent; Byron C. Wallace (NAACL-HLT, 2024)

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. - Gongbo Zhang; Qiao Jin 001; Denis Jered McInerney; Yong Chen 016; Fei Wang 001; Curtis L. Cole; Qian Yang 004; Yanshan Wang; Bradley A. Malin; Mor Peleg; Byron C. Wallace; Zhiyong Lu; et al. (J. Biomed. Informatics, 2024)