Identifying Provider Counseling Practices Using Natural Language Processing: Gout Example

Autor:	David Maron, Gail S. Kerr, J. Steuart Richards, Olga V. Patterson, Richard Amdur, Scott L. DuVall, Carl A. Nunziato
Rok vydání:	2012
Předmět:	business.industry Medical record computer.software_genre Information extraction Documentation Dietary counseling Text messaging Medicine Artificial intelligence business Counseling Intervention computer Natural language processing Patient education
Zdroj:	HISB
DOI:	10.1109/hisb.2012.52
Popis:	National guidelines for a number of health conditions recommend that practitioners assess and reinforce patient's adherence to specific diet and lifestyle modifications. Counseling intervention has shown to have a long-term positive effect on patient adherence but the extent to which physicians comply is unknown. Evidence of counseling provided by practitioner is recorded only as free text in electronic medical records. To identify physicians' counseling practices we developed a natural language processing system to detect text documentation of dietary counseling in gout patients.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::0d35292c70d85ad4a5fdc7dac478ff93 https://doi.org/10.1109/hisb.2012.52 Zobrazit plný text záznamu