A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing

7 December 2021

Papers citing "A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing"

5 / 5 papers shown

Title
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 28 6 0 25 Jan 2024
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 21 32 0 22 Mar 2023
Task formulation for Extracting Social Determinants of Health from Clinical Narratives Manabu Torii Ian M. Finn S. Doan Paul Wang Elly W. Yang D. Zisook 13 6 0 26 Jan 2023
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 32 16 0 29 Sep 2022
A Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients E. Moseley Joy T. Wu Jonathan Welt J. Foote P. Tyler David W. Grant Eric T. Carlson Sebastian Gehrmann Franck Dernoncourt L. A. Celi 16 3 0 06 Mar 2020