publications

2023

  1. retrieving_evidence.png
    Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges
    Hiba Ahsan, Denis Jered McInerney, Jisoo Kim, and 4 more authors
    Under review at the Proceedings of the Machine Learning for Health Symposium, 2023
    arXiv
  2. chill.png
    CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models
    Denis Jered McInerney, Geoffrey Young, Jan-Willem Meent, and 1 more author
    Under review at the Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2023
    arXiv Poster Slides
  3. trialsum.png
    Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges
    Sanjana Ramprasad, Iain J Marshall, Denis Jered McInerney, and 1 more author
    In Proceedings of the conference. Association for Computational Linguistics. Meeting, 2023
    PAPER

2022

  1. wronglung.png
    That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data
    Denis Jered McInerney, Geoffrey Young, Jan-Willem Meent, and 1 more author
    In Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2022
    PAPER Poster Slides

2021

  1. kfc.png
    Kronecker factorization for preventing catastrophic forgetting in large-scale medical entity linking
    Denis Jered McInerney, Luyang Kong, Kristjan Arumae, and 2 more authors
    In NeurIPS Workshop on Machine Learning for Public Health, 2021
    arXiv Slides

2020

  1. qfs.png
    Query-focused ehr summarization to aid imaging diagnosis
    Denis Jered McInerney, Borna Dabiri, Anne-Sophie Touret, and 3 more authors
    In Machine Learning for Healthcare Conference, 2020
    PAPER Slides