Implementations by Phenotype

Title Phenotype Institution Algorithm Type Total Cases Total Controls PPV Sensitivitysort descending
Harvard CKD Implementation Chronic Kidney Disease Case, Control 8,192 4,177
Mayo Clinic DILI implementation Drug Induced Liver Injury Mayo Clinic Case, Control 16%, 100%
Dementia Vanderbilt Implementation Dementia Vanderbilt University Case Only 84%
NAFLD KPWA Non-alcoholic fatty liver disease (NALFD) & Alcoholic Fatty Liver Disease (ALD) KPWA/UW Case, Control 383 5,236
Lipids Northwestern Implementation Lipids Northwestern University Case Only 92%
Geisinger eMERGE-Seq Implementation Electronic Health Record-based Phenotyping Algorithm for Familial Hypercholesterolemia Geisinger Case, Control
GERD Implementation - Columbia Gastroesophageal Reflux Disease (GERD) Phenotype Algorithm Columbia University Case, Control 76 259
Resistant hypertension Implementation - Columbia Resistant hypertension Columbia University Case, Control 249 1,031
NU depression data Depression Northwestern University Case, Control
Sleep Apnea-Columbia Sleep Apnea Phenotype Columbia University Case Only
Demonstration Project AF Implementation Atrial Fibrillation - Demonstration Project Vanderbilt University Case, Control 98%, 100%
Migraine--Columbia Migraine Columbia University Case, Control 37 2,294
Mayo Clinic eMERGE III Implementation Diverticulosis and Diverticulitis Mayo Clinic Case, Control 3,679 2,459
CKD_CHOP Chronic Kidney Disease CHOP Case, Control 84 80
Marshfield DILI algorithm implementation Drug Induced Liver Injury Marshfield Clinic Research Foundation Case, Control 10%
Dementia Implementation - Columbia Dementia Columbia University Case Only 137
NU NAFLD implementation Non-alcoholic fatty liver disease (NALFD) & Alcoholic Fatty Liver Disease (ALD) Northwestern University Case, Control 57
Lipids Implementation - Columbia Lipids Columbia University Case Only
Peanut Allergy-Columbia Peanut Allergy Columbia University Case Only
Columbia Depression Implementation Depression Columbia University Medical Center Case, Control
Validation on 75 RA patients Identification of Fibromyalgia Patients in a Rheumatoid Arthritis Cohort Vanderbilt University Case Only 97%
Clopidogrel Poor Metabolizers-Columbia Clopidogrel Poor Metabolizers Columbia University Case Only
Demographics and HxDiseasDx Data Files Migraine KPWHRI Case, Control 362 2,146
GHUW Diverticulitis Diverticulosis and Diverticulitis GHRI/UW Case, Control
Northwestern University Implementation Chronic Kidney Disease Northwestern University Case, Control

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