
Xiao Shi
Associated articles
JBHI, Featured Articles
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease with Tolerance
Chunlei Tang, Joseph Plasek, Xiao Shi, Meihan Wan, Haohan Zhang, Min-Jeoung Kang, Liqin Wang, Sevan Dulgarian, Yun Xiong, Jing Ma, David W. Bates, Li Zhou
We defined tolerance range as the distance of observing similar disease conditions or functional status from the upper to the lower boundaries of a specified time interval. A tolerance range was identified for linear regression and support vector machines to optimize the improvement rate (defined as IR) on accuracy in predicting mortality risk in patients with chronic obstructive pulmonary disease using clinical notes...
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Posted on 5 JAN 2021