A framework to build similarity-based cohorts for personalized treatment advice – a standardized, but flexible workflow with the R package SimBaCo

Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review

(2020) Elham Mahmoudi et al.   BMJ-British Medical Journal

A clinical decision support system learned from data to personalize treatment recommendations towards preventing breast cancer metastasis

(2019) Xia Jiang et al.   PLoS One

A patient-similarity-based model for diagnostic prediction

(2019) Zheng Jia et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

An electronic health record based model predicts statin adherence, LDL cholesterol, and cardiovascular disease in the United States Military Health System

(2017) Joseph E. Lucas et al.   PLoS One

rEHR: An R package for manipulating and analysing Electronic Health Record data

(2017) David A. Springate et al.   PLoS One

Identification of predicted individual treatment effects in randomized clinical trials

(2016) Andrea Lamont et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Visual assessment of the similarity between a patient and trial population

(2016) James Cimino et al.   Applied Clinical Informatics

No big data without small data: learning health care systems begin and end with the individual patient

(2015) José A. Sacristán et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Personalized Mortality Prediction Driven by Electronic Medical Data and a Patient Similarity Metric

(2015) Joon Lee et al.   PLoS One

Bringing cohort studies to the bedside: framework for a ‘green button’ to support clinical decision-making

(2015) Blanca Gallego et al.   Journal of Comparative Effectiveness Research

Learning from Big Health Care Data

(2014) Sebastian Schneeweiss   NEW ENGLAND JOURNAL OF MEDICINE

Use of Health Care Claims Data to Study Patients with Ophthalmologic Conditions

(2014) Joshua D. Stein et al.   OPHTHALMOLOGY

Electronic Health Records vs Medicaid Claims: Completeness of Diabetes Preventive Care Data in Community Health Centers

(2011) J. E. DeVoe et al.   ANNALS OF FAMILY MEDICINE

Evidence-Based Medicine in the EMR Era

(2011) Jennifer Frankovich et al.   NEW ENGLAND JOURNAL OF MEDICINE