Developing a general-purpose clinical language inference model from a
large corpus of clinical notes

Developing a general-purpose clinical language inference model from a large corpus of clinical notes

12 October 2022

Madhumita Sushil

Papers citing "Developing a general-purpose clinical language inference model from a large corpus of clinical notes"

9 / 9 papers shown

Title
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 23 6 0 06 Feb 2024
A comparative study of zero-shot inference with large language models and supervised modeling in breast cancer pathology classification Madhumita Sushil T. Zack Divneet Mandair Zhiwei Zheng Ahmed Wali Yan-Ning Yu Yuwei Quan A. Butte 41 6 0 25 Jan 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes Darren Liu Cheng Ding Delgersuren Bold Monique Bouvier Jiaying Lu ... Laurie Dimisko Ran Xiao J. H. Yoon Carl Yang Xiaoping Hu LM&MA ELM AI4MH 13 4 0 24 Jan 2024
Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes Shenghuan Sun T. Zack C. Y. Williams A. Butte Madhumita Sushil 30 1 0 16 Jun 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 28 32 0 22 Mar 2023
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes Vahan Arsenyan Spartak Bughdaryan Fadi Shaya Kent Small Davit Shahnazaryan 35 10 0 29 Jan 2023
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 288 2,023 0 28 Jul 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,833 0 17 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016