Evaluation of Healthcare Interventions and Big Data: Review of Associated Data Issues

Characterizing treatment pathways at scale using the OHDSI network

(2016) George Hripcsak et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Health Policy Basics: Implementation of the International Classification of Disease, 10th Revision

(2015) Brian Outland et al.   ANNALS OF INTERNAL MEDICINE

The rise of big clinical databases

(2015) J. A. Cook et al.   BRITISH JOURNAL OF SURGERY

Data Resource Profile: Clinical Practice Research Datalink (CPRD)

(2015) Emily Herrett et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Metrics and tools for consistent cohort discovery and financial analyses post-transition to ICD-10-CM

(2015) A. D. Boyd et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Ethical aspects of registry-based research in the Nordic countries

(2015) Jonas Ludvigsson et al.   Clinical Epidemiology

Big Data In Health Care: Using Analytics To Identify And Manage High-Risk And High-Cost Patients

(2014) David W. Bates et al.   HEALTH AFFAIRS

Learning from Big Health Care Data

(2014) Sebastian Schneeweiss   NEW ENGLAND JOURNAL OF MEDICINE

Leveraging Effective Clinical Registries to Advance Medical Care Quality and Transparency

(2013) Tamar Klaiman et al.   Population Health Management

Building public trust in uses of Health Insurance Portability and Accountability Act de-identified data

(2012) D. McGraw   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Methods for the de-identification of electronic health records for genomic research

(2011) Khaled El Emam   Genome Medicine

Health Services Research and Data Linkages: Issues, Methods, and Directions for the Future

(2010) Cathy J. Bradley et al.   HEALTH SERVICES RESEARCH

Distributed Health Data Networks

(2010) Jeffrey S. Brown et al.   MEDICAL CARE

Confounding Control in Healthcare Database Research

(2010) M. Alan Brookhart et al.   MEDICAL CARE

The Case for Public Ownership of Patient Data

(2009) Marc A. Rodwin   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

What can natural language processing do for clinical decision support?

(2009) Dina Demner-Fushman et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Good Research Practices for Comparative Effectiveness Research: Analytic Methods to Improve Causal Inference from Nonrandomized Studies of Treatment Effects Using Secondary Data Sources: The ISPOR Good Research Practices for Retrospective Database Analysis Task Force Report—Part III

(2009) Michael L. Johnson et al.   VALUE IN HEALTH

The Development of Health Care Data Warehouses to Support Data Mining

(2008) Jason A. Lyman et al.   CLINICS IN LABORATORY MEDICINE