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Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review
Sarah Pungitore,
Vignesh Subbian
Biomedical Engineering
Research output
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Contribution to journal
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Article
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peer-review
2
Scopus citations
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Dive into the research topics of 'Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review'. Together they form a unique fingerprint.
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Computer Science
Data Record
100%
Temporal Modeling
100%
Problem Formulation
33%
Machine Learning
16%
Implementation Model
16%
Reproducibility
16%
Clinical Outcome
16%
Clinical Setting
16%
Performance Model
16%
Medicine and Dentistry
Systematic Review
100%
Electronic Health Record
100%
Time Series Analysis
33%
Reproducibility
16%
Pathophysiology
16%
Rigor
16%
Prognosis
16%
Pharmacology, Toxicology and Pharmaceutical Science
Pathophysiology
100%
Rigor
100%
Prognosis
100%
Psychology
Systematic Review
100%
Learning Model
50%
Keyphrases
Time Window Selection
100%
Patient Outcome Prediction
16%