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Mar, 2022
AutoMap: 临床预测模型部署的自动医疗编码映射
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment
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Zhenbang Wu, Cao Xiao, Lucas M Glass, David M Liebovitz, Jimeng Sun
TL;DR
本篇研究提出了一种名为AutoMap的深度学习模型,用于自动将医学编码系统映射到医院的电子健康记录系统中,其精度亦得到良好的验证。
Abstract
Given a
deep learning
model trained on data from a source site, how to deploy the model to a target hospital automatically? How to accommodate heterogeneous
medical coding
systems across different hospitals? Stan
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