Natural Language Processing for EHR-Based Computational Phenotyping

Natural Language Processing for EHR-Based Computational Phenotyping

13 June 2018

Tristan Naumann

Papers citing "Natural Language Processing for EHR-Based Computational Phenotyping"

10 / 10 papers shown

Title
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 69 0 0 12 Feb 2025
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review Elias Hossain R. Rana N. Higgins J. Soar P. Barua Anthony R. Pisani Ph. D K. Turner 26 182 0 22 Jun 2023
AD-BERT: Using Pre-trained contextualized embeddings to Predict the Progression from Mild Cognitive Impairment to Alzheimer's Disease Chengsheng Mao Jie Xu Luke Rasmussen Yikuan Li P. Adekkanattu ... R. Vassar Guoqian Jiang Fei Wang Jyotishman Pathak Yuan Luo 19 6 0 07 Nov 2022
Multimodal Machine Learning in Precision Health Adrienne S. Kline Hanyin Wang Yikuan Li Saya Dennis M. Hutch Zhenxing Xu Fei Wang F. Cheng Yuan Luo 24 15 0 10 Apr 2022
Early Prediction of Mortality in Critical Care Setting in Sepsis Patients Using Structured Features and Unstructured Clinical Notes Jiyoung Shin Yikuan Li Yuan Luo 19 10 0 09 Nov 2021
Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives Ziyi Liu Jiaqi Zhang Yongshuai Hou Xinran Zhang Ge Li Yang Xiang 19 14 0 09 Nov 2021
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
Early Prediction of 30-day ICU Re-admissions Using Natural Language Processing and Machine Learning Zhiheng Li Xinyue Xing Bingzhang Lu Zhixiang Li 37 9 0 06 Oct 2019
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes Yikuan Li Liang Yao Zheng Ma Anand Srivastava Chunxiao Liu Yuan Luo 11 59 0 07 Nov 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014