Mining electronic health records: towards better research applications and clinical care
Clinical data describing the phenotypes and treatment of patients represents an underused
data source that has much greater research potential than is currently realized. Mining of …
data source that has much greater research potential than is currently realized. Mining of …
A review of approaches to identifying patient phenotype cohorts using electronic health records
Objective To summarize literature describing approaches aimed at automatically identifying
patients with a common phenotype. Materials and methods We performed a review of …
patients with a common phenotype. Materials and methods We performed a review of …
Retain: An interpretable predictive model for healthcare using reverse time attention mechanism
Accuracy and interpretability are two dominant features of successful predictive models.
Typically, a choice must be made in favor of complex black box models such as recurrent …
Typically, a choice must be made in favor of complex black box models such as recurrent …
Systematic comparison of phenome-wide association study of electronic medical record data and genome-wide association study data
Candidate gene and genome-wide association studies (GWAS) have identified genetic
variants that modulate risk for human disease; many of these associations require further …
variants that modulate risk for human disease; many of these associations require further …
Association of metabolic surgery with major adverse cardiovascular outcomes in patients with type 2 diabetes and obesity
A Aminian, A Zajichek, DE Arterburn, KE Wolski… - Jama, 2019 - jamanetwork.com
Importance Although metabolic surgery (defined as procedures that influence metabolism by
inducing weight loss and altering gastrointestinal physiology) significantly improves …
inducing weight loss and altering gastrointestinal physiology) significantly improves …
Development and validation of a trans-ancestry polygenic risk score for type 2 diabetes in diverse populations
Abstract Background Type 2 diabetes (T2D) is a worldwide scourge caused by both genetic
and environmental risk factors that disproportionately afflicts communities of color …
and environmental risk factors that disproportionately afflicts communities of color …