Melton-Meaux, Genevieve | Digital Healthcare Research

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Description

The project team developed automated methods for identifying relevant new information versus redundant information in electronic health record clinical notes.

Grant Number

R01 HS022085

Principal Investigator(s)

Melton-Meaux, Genevieve

Using language models to identify relevant new information in inpatient clinical notes.

Citation

Zhang R, Pakhomov SV, Lee JT, et al. Using language models to identify relevant new information in inpatient clinical notes. AMIA Annu Symp Proc 2014;2014:1268-76. PMID: 25954438.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

NLP-PIER: A scalable natural language processing, indexing, and searching architecture for clinical notes.

Citation

McEwan R, Melton GB, Knoll BC, et al. NLP-PIER: A scalable natural language processing, indexing, and searching architecture for clinical notes. AMIA Jt Summits Transl Sci Proc 2016 Jul 20;2016:150-9. PMID: 27570663.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians.

Citation

Rizvi RF, Harder KA, Hultman GM, et al. A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians. Int J Med Inform 2016 Jun;90:1-11. PMID: 27103191.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Evaluation of herbal and dietary supplement resource term coverage.

Citation

Manohar N, Adam TJ, Pakhomov SV, et al. Evaluation of herbal and dietary supplement resource term coverage. Stud Health Technol Inform 2015;216:785-9. PMID: 26262159.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Assessing the adequacy of the HL7/LOINC Document Ontology Role axis.

Citation

Rajamani S, Chen ES, Akre ME, et al. Assessing the adequacy of the HL7/LOINC Document Ontology Role axis. J Am Med Inform Assoc 2015 May;22(3):615-20. PMID: 25352569.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Analyzing operative note structure in development of a section header resource.

Citation

Melton GB, Wang Y, Arsoniadis E, et al. Analyzing operative note structure in development of a section header resource. Stud Health Technol Inform 2015;216:821-6. PMID: 26262166.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Longitudinal analysis of new information types in clinical notes.

Citation

Zhang R, Pakhomov S, Melton GB. Longitudinal analysis of new information types in clinical notes. AMIA Jt Summits Transl Sci Proc 2014 Apr 7;2014:232-7. PMID: 25717418.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Application of HL7/LOINC document ontology to a university-affiliated integrated health system research clinical data repository.

Citation

Wang Y, Pakhomov S, Dale JL, et al. Application of HL7/LOINC document ontology to a university-affiliated integrated health system research clinical data repository. AMIA Jt Summits Transl Sci Proc 2014 Apr 7;2014:230-4. PMID: 25954591.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record

Usability testing of two ambulatory EHR navigators.

Citation

Hultman G, Marquard J, Arsoniadis E, et al. Usability testing of two ambulatory EHR navigators. Appl Clin Inform 2016 Jun 15;7(2):502-15. PMID: 27437057.

Principal Investigator

Melton-Meaux, Genevieve

Project Name

Discovery and Visualization of New Information from Clinical Reports in the Electronic Health Record