Implementations by Phenotype

Title Phenotype Institution Algorithm Type Total Cases Total Controlssort descending PPV Sensitivity
Autism Validation Autism CHOP Case Only 50 85% 74%
Hypothyroidism Vanderbilt Implementation Hypothyroidism Vanderbilt University Case, Control 98%, 100%
NU FH implementation Electronic Health Record-based Phenotyping Algorithm for Familial Hypercholesterolemia Northwestern University Case, Control
WBC Marshfield Implementation White Blood Cell Indices Marshfield Clinic Research Foundation Case Only 90% 88%
Harvard - Depression Implementation Depression Case Only
Demonstration Project RA Implementation Rheumatoid Arthritis - Demonstration Project Vanderbilt University Case, Control 97%, 100%
Geisinger eMERGE3 Combined Implementation Diverticulosis and Diverticulitis Geisinger Case, Control 97%, 94%
RA for NU eMERGEseq only population Rheumatoid Arthritis (RA) Northwestern University Case, Control
Columbia Clinical Data Warehouse DILI algorithm Implementation Drug Induced Liver Injury Columbia University Case, Control 32%, 100%
Cataracts-Columbia Cataracts Columbia University Case Only
Marshfield NAFLD Implementation Non-alcoholic fatty liver disease (NALFD) & Alcoholic Fatty Liver Disease (ALD) Case Only
AFH Implementation Columbia (updated) Electronic Health Record-based Phenotyping Algorithm for Familial Hypercholesterolemia Columbia University Case, Control
CHOP implementation Gastroesophageal Reflux Disease (GERD) Phenotype Algorithm CHOP Case, Control 92%, 100%
WBC Northwestern Implementation White Blood Cell Indices Northwestern University Case Only 85% 100%
Marshfield Depression Implementation Depression Marshfield Clinic Research Institute Case Only
Demonstration Project MS Implementation Multiple Sclerosis - Demonstration Project Vanderbilt University Case, Control 87%, 100%
Geisinger Implemention Anxiety algorithm Geisinger Case, Control
Mount Sinai Biobank DILI algorithm Implementation Drug Induced Liver Injury Mount Sinai School of Medicine Case, Control 29%, 100%
Dementia Marshfield Implementation Dementia Marshfield Clinic Research Foundation Case, Control 90%, 97% 37%, 99%
NAFLD_Mayo clinic implementation Non-alcoholic fatty liver disease (NALFD) & Alcoholic Fatty Liver Disease (ALD) Mayo Clinic Case, Control
AMI/1st AMI Vanderbilt Implementation Statins and MACE Vanderbilt University Case Only 50 96%
Lipids Marshfield Implementation Lipids Marshfield Clinic Research Foundation Case Only 79% 95%
NU FH 2018 with chart reviewed family hx and NLP for FH sx Electronic Health Record-based Phenotyping Algorithm for Familial Hypercholesterolemia Northwestern University Case Only
WBC Implementation - Columbia White Blood Cell Indices Columbia University Case Only
CHOP Depression Depression Case, Control

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