Phenotype classification
5 papers with code • 1 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Phenotype classification
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Most implemented papers
Multitask learning and benchmarking with clinical time series data
yerevann/mimic3-benchmarks
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Health care is one of the most exciting frontiers in data mining and machine learning.
Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data
yerevann/mimic3-benchmarks
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Nature Scientific Data 2019
Health care is one of the most exciting frontiers in data mining and machine learning.
Enriching Unsupervised User Embedding via Medical Concepts
xiaoleihuang/useremb_explainable
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Clinical notes in Electronic Health Records (EHR) present rich documented information of patients to inference phenotype for disease diagnosis and study patient characteristics for cohort selection.
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images
Multi-modal fusion approaches aim to integrate information from different data sources.
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data
In this work, we introduce TACCO, a novel framework that jointly discovers clusters of clinical concepts and patient visits based on a hypergraph modeling of EHR data.
