Hierarchical Annotation for Building A Suite of Clinical Natural
Language Processing Tasks: Progress Note Understanding

Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding

6 April 2022

Dmitriy Dligach

Timothy A. Miller

Papers citing "Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding"

11 / 11 papers shown

Title
Are Expert-Level Language Models Expert-Level Annotators? Yu-Min Tseng Wei-Lin Chen Chung-Chi Chen Hsin-Hsi Chen ALM 29 0 0 04 Oct 2024
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 32 1 0 26 Sep 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen Junhao Chen Zhouqiang Jiang Jiahao Zhang Yuta Nakashima Hajime Nagahara LM&MA ELM LRM 38 3 0 04 Aug 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications Saranya Krishnamoorthy Ayush Singh Shabnam Tafreshi 21 0 0 25 Apr 2024
Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes Yanjun Gao Dmitriy Dligach Timothy A. Miller M. Churpek Majid Afshar 11 15 0 08 Jun 2023
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning Brihat Sharma Yanjun Gao Timothy A. Miller M. Churpek Majid Afshar Dmitriy Dligach ELM LRM 17 9 0 07 Jun 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models Hao Li Yuping Wu Viktor Schlegel R. Batista-Navarro Thanh-Tung Nguyen Abhinav Ramesh Kashyap Xiaojun Zeng Daniel Beck Stefan Winkler Goran Nenadic LM&MA 4 7 0 05 Jun 2023
Progress Note Understanding -- Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task Yanjun Gao Dmitriy Dligach Timothy A. Miller M. Churpek Özlem Uzuner Majid Afshar 11 4 0 14 Mar 2023
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon Zhichao Yang Hong-ye Yu 16 2 0 26 Nov 2022
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 26 16 0 29 Sep 2022
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 33 43 0 12 Apr 2021