Towards Clinical Encounter Summarization: Learning to Compose Discharge
Summaries from Prior Notes

Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes

27 April 2021

Chaitanya P. Shivade

Nima Pourdamghani

Douglas W. Oard

Parminder Bhatia

Papers citing "Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes"

15 / 15 papers shown

Title
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 44 9 0 06 Sep 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 42 1 0 04 Jul 2024
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients Hyoje Jung Yunha Kim Heejung Choi Hyeram Seo Minkyoung Kim ... Soyoung Ko Byeolhee Kim Suyeon Kim Tae Joon Jun Young-Hak Kim 38 15 0 08 Apr 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 43 8 0 29 Feb 2024
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval Griffin Adams Jason Zucker Noémie Elhadad 26 4 0 04 Jan 2024
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization Nan Zhang Yusen Zhang Wu Guo P. Mitra Rui Zhang HILM 35 4 0 03 Nov 2023
Neural Summarization of Electronic Health Records Koyena Pal Seyed Ali Bahrainian Laura Y. Mercurio Carsten Eickhoff 25 3 0 24 May 2023
A Method to Automate the Discharge Summary Hospital Course for Neurology Patients Vince C. Hartman Sanika S. Bapat M. Weiner B. Navi E. Sholle T. Campion 32 18 0 10 May 2023
Is In-hospital Meta-information Useful for Abstractive Discharge Summary Generation? Kenichiro Ando Mamoru Komachi T. Okumura Hiromasa Horiguchi Yuji Matsumoto 15 2 0 10 Mar 2023
Leveraging Summary Guidance on Medical Report Summarization Yunqi Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang 21 9 0 08 Feb 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 39 19 0 03 Dec 2022
Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan Kenichiro Ando T. Okumura Mamoru Komachi Hiromasa Horiguchi Yuji Matsumoto 34 7 0 20 Sep 2022
Learning to Revise References for Faithful Summarization Griffin Adams Han-Chin Shing Q. Sun C. Winestock Kathleen McKeown Noémie Elhadad 19 32 0 13 Apr 2022
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 280 2,015 0 28 Jul 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,432 0 22 Aug 2019