Open AccessA Deep Learning Model to Predict Knee Osteoarthritis Based on Nonimage Longitudinal Medical Record
Author(s) -
Diur Anggraini Ningrum,
WoonMan Kung,
IShiang Tzeng,
ShengPo Yuan,
Chieh-Chen Wu,
Chu-Ya Huang,
Muhammad Solihuddin Muhtar,
PhungAnh Nguyen,
Yu-Chuan Li,
Yao Chin Wang
Publication year - 2021
Publication title -
journal of multidisciplinary healthcare
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.65
H-Index - 30
ISSN - 1178-2390
DOI - 10.2147/jmdh.s325179
Subject(s) - medicine , artificial intelligence , deep learning , discriminative model , medical diagnosis , receiver operating characteristic , medical prescription , convolutional neural network , feature selection , machine learning , computer science , pathology , pharmacology
To develop deep learning model (Deep-KOA) that can predict the risk of knee osteoarthritis (KOA) within the next year by using the previous three years nonimage-based electronic medical record (EMR) data.