Interpretive Clinical Measurements Prediction and Diagnosis in ICU with Multi-Task Attention-Guided Sequential Feature Learning

Author:

Zhao Peng1,Xiao Yan2,Lei Yuqing2,Ren Yazhou2,Xu Zenglin3

Affiliation:

1. Chongqing Medical University,School of Basic Medical Sciences,Chongqing,China

2. University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,China

3. Harbin Institute of Technology Shenzhen,School of Computer Science and Technology,Shenzhen,China

Funder

National Key Research and Development Program of China

Publisher

IEEE

Reference57 articles.

1. Electronic Health Records (EHR)

2. Machine Learning Prediction Models for Mechanically Ventilated Patients: Analyses of the MIMIC-III Database

3. Prediction of acute kidney injury in icu with gradient boosting decision tree algorithms;Gao,2022

4. Early prediction of ICU readmissions using classification algorithms

5. Icu admission and mortality classifiers for covid-19 patients based on subgroups of dynamically associated profiles across multiple timepoints;Pezoulas,2022

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