Natural Language Generation for Electronic Health Records

1 June 2018

Papers citing "Natural Language Generation for Electronic Health Records"

15 / 15 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 44 0 0 07 May 2025
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 31 1 0 13 Sep 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models K. M. S. Islam A. S. Nipu Praveen Madiraju Priya Deshpande LM&MA 29 7 0 11 Jan 2024
Generating Medical Prescriptions with Conditional Transformer Samuel Belkadi Nicolo Micheletti Lifeng Han Warren Del-Pinto Goran Nenadic MedIm 29 5 0 30 Oct 2023
MCRAGE: Synthetic Healthcare Data for Fairness Keira Behal Jiayi Chen Caleb Fikes Sophia Xiao SyDa MedIm 32 1 0 27 Oct 2023
A Biomedical Entity Extraction Pipeline for Oncology Health Records in Portuguese Hugo Sousa Arian Pasquali A. Jorge Catarina Sousa Santos Mário Amorim Lopes 23 1 0 18 Apr 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
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
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data Jon Harris Mohammed J. Zaki AI4TS 17 2 0 11 Jul 2022
From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems I. Jackson M. J. Sáenz 16 8 0 24 Feb 2022
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 19 154 0 07 Jul 2021
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 57 24 0 27 Apr 2021
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 569 0 19 Mar 2017