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返回到 Deep learning in Electronic Health Records - CDSS 2

学生对 University of Glasgow 提供的 Deep learning in Electronic Health Records - CDSS 2 的评价和反馈

课程概述

Overview of the main principles of Deep Learning along with common architectures. Formulate the problem for time-series classification and apply it to vital signals such as ECG. Applying this methods in Electronic Health Records is challenging due to the missing values and the heterogeneity in EHR, which include both continuous, ordinal and categorical variables. Subsequently, explore imputation techniques and different encoding strategies to address these issues. Apply these approaches to formulate clinical prediction benchmarks derived from information available in MIMIC-III database....
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