Implementations by Phenotype

Title Phenotype Institution Algorithm Type Total Cases Total Controlssort descending PPV Sensitivity
Diverticulosis May 2012 Implementation Diverticulosis and Diverticulitis Northwestern University The Feinberg School of Medicine Case, Control 98%, 89% 99%, 98%
Anxiety - CCHMC Anxiety algorithm Cincinnati Children's Hospital Medical Center Case, Control 100%, 100%
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
appendicitis CHOP eMERGE III Appendicitis CHOP Case, Control
Vanderbilt Zoster Implementation Herpes Zoster Vanderbilt University Case, Control 96%, 100%
Cardiac Conduction Northwestern Implementation Cardiac Conduction (QRS) Northwestern University Case Only 97% 97%
Mount Sinai -- T2DM Type 2 Diabetes - PRS Evaluation Mount Sinai Case Only
Mayo Clinic DILI implementation Drug Induced Liver Injury Mayo Clinic Case, Control 16%, 100%
Height Implementation - Columbia Height Columbia University Case Only
Marshfield OvUtCa Implementation Ovarian/Uterine Cancer (OvUtCa) Marshfield Clinic Research Institute Case Only
Severe Childhood Obesity code for PCORnet CDM 4.1 Severe Early Childhood Obesity Cincinnati Children's Hospital Medical Center Case, Control
T2D Marshfield Implementation Type 2 Diabetes Mellitus Marshfield Clinic Research Foundation Case, Control 99%, 98% 100%, 98%
Northwestern University Implementation Chronic Kidney Disease Northwestern University Case, Control
CCHMC - LUPUS _IMPLEMENTATION SLE (Systemic Lupus Erythematosus) using SLICC (Systemic Lupus Internation Collaborating Clinics) Criteria Case Only
Vanderbilt evaluation for Diverticulosis Diverticulosis and Diverticulitis Vanderbilt University Case Only 88%
Anxiety - Marshfield Anxiety algorithm Marshfield Clinic Research Institute Case Only
Geisinger eMERGE-Seq Implementation Electronic Health Record-based Phenotyping Algorithm for Familial Hypercholesterolemia Geisinger Case, Control
Cardiac Conduction Vanderbilt Implementation Cardiac Conduction (QRS) Vanderbilt University Case Only 103 97%
CCHMC Type 2 DM Type 2 Diabetes - PRS Evaluation Case Only
Marshfield DILI algorithm implementation Drug Induced Liver Injury Marshfield Clinic Research Foundation Case, Control 10%
Hypothyroidism Marshfield Implementation Hypothyroidism Marshfield Clinic Research Foundation Case, Control 97%, 100% 100%
Hypothyroidism Mayo Implementation Hypothyroidism Mayo Clinic Case, Control 82%, 96% 99%
Intellectual Disability Intellectual Disability Cincinnati Children's Hospital Medical Center Case, Control 95%, 95%
Autism Validation Autism CHOP Case Only 50 85% 74%
T2D Northwestern Implementation Type 2 Diabetes Mellitus Northwestern University Case, Control 98%, 100% 100%, 100%

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