Combining billing codes, clinical notes, and medications from electronic health records provides superior phenotyping performance
Objective To evaluate the phenotyping performance of three major electronic health record
(EHR) components: International Classification of Disease (ICD) diagnosis codes, primary …
(EHR) components: International Classification of Disease (ICD) diagnosis codes, primary …
Next-generation phenotyping of electronic health records
G Hripcsak, DJ Albers - Journal of the American Medical …, 2013 - academic.oup.com
The national adoption of electronic health records (EHR) promises to make an
unprecedented amount of data available for clinical research, but the data are complex …
unprecedented amount of data available for clinical research, but the data are complex …
Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory
RL Richesson, WE Hammond, M Nahm… - Journal of the …, 2013 - academic.oup.com
Widespread sharing of data from electronic health records and patient-reported outcomes
can strengthen the national capacity for conducting cost-effective clinical trials and allow …
can strengthen the national capacity for conducting cost-effective clinical trials and allow …
Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network
KM Newton, PL Peissig, AN Kho… - Journal of the …, 2013 - academic.oup.com
Background Genetic studies require precise phenotype definitions, but electronic medical
record (EMR) phenotype data are recorded inconsistently and in a variety of formats …
record (EMR) phenotype data are recorded inconsistently and in a variety of formats …
Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium
J Pathak, KR Bailey, CE Beebe… - Journal of the …, 2013 - academic.oup.com
Research objective To develop scalable informatics infrastructure for normalization of both
structured and unstructured electronic health record (EHR) data into a unified, concept …
structured and unstructured electronic health record (EHR) data into a unified, concept …
Using electronic health records to generate phenotypes for research
SA Pendergrass, DC Crawford - Current protocols in human …, 2019 - Wiley Online Library
Electronic health records contain patient‐level data collected during and for clinical care.
Data within the electronic health record include diagnostic billing codes, procedure codes …
Data within the electronic health record include diagnostic billing codes, procedure codes …
Electronic medical record phenotyping using the anchor and learn framework
ABSTRACT Background Electronic medical records (EMRs) hold a tremendous amount of
information about patients that is relevant to determining the optimal approach to patient …
information about patients that is relevant to determining the optimal approach to patient …
Electronic health records-driven phenotyping: challenges, recent advances, and perspectives
With the completion of the Human Genome Project1 as well as recent advances in genomic
science and comparative biological studies, a new era of individualized medicine is evolving …
science and comparative biological studies, a new era of individualized medicine is evolving …
PheMap: a multi-resource knowledge base for high-throughput phenotyping within electronic health records
Objective Developing algorithms to extract phenotypes from electronic health records
(EHRs) can be challenging and time-consuming. We developed PheMap, a high-throughput …
(EHRs) can be challenging and time-consuming. We developed PheMap, a high-throughput …
UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER
S Denaxas, A Gonzalez-Izquierdo… - Journal of the …, 2019 - academic.oup.com
Abstract Objective Electronic health records (EHRs) are a rich source of information on
human diseases, but the information is variably structured, fragmented, curated using …
human diseases, but the information is variably structured, fragmented, curated using …