Integrating Social Determinants of Health in Machine Learning–Driven Decision Support for Diabetes Case Management: Protocol for a Sequential Mixed Methods Study

Autor: Seung-Yup Lee, Leslie W Hayes, Bunyamin Ozaydin, Steven Howard, Alison M Garretson, Heather M Bradley, Andrew M Land, Erin W DeLaney, Amy O Pritchett, Amanda L Furr, Ashleigh Allgood, Matthew C Wyatt, Allyson G Hall, Jane C Banaszak-Holl

Publikováno v: JMIR Research Protocols, Vol 13, p e56049 (2024)

BackgroundThe use of both clinical factors and social determinants of health (SDoH) in referral decision-making for case management may improve optimal use of resources and reduce outcome disparities among patients with diabetes. ObjectiveThis study

Externí odkaz: https://doaj.org/article/1dc16d8941e14f1582c74da7237fecd5

A critical analysis of COVID-19 research literature: Text mining approach

Autor: Ferhat D. Zengul, James H. Willig, Michael J. Mugavero, James J. Cimino, Dursun Delen, Kierstin Cates Kennedy, Nurettin Oner, Bunyamin Ozaydin, Ayse G. Zengul

Publikováno v: Intelligence-Based Medicine

Objective Among the stakeholders of COVID-19 research, clinicians particularly experience difficulty keeping up with the deluge of SARS-CoV-2 literature while performing their much needed clinical duties. By revealing major topics, this study propose

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b33b886f220683be06a08e4581ee042
https://hdl.handle.net/20.500.12154/1843

Healthcare Research and Analytics Data Infrastructure Solution: A Data Warehouse for Health Services Research

Autor: Bunyamin Ozaydin, Sue S. Feldman, Nurettin Oner, Ferhat D. Zengul

Publikováno v: Journal of Medical Internet Research, Vol 22, Iss 6, p e18579 (2020)
Journal of Medical Internet Research

Background Health services researchers spend a substantial amount of time performing integration, cleansing, interpretation, and aggregation of raw data from multiple public or private data sources. Often, each researcher (or someone in their team) d

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a74c7449cf591e8a1cd1a656166a9813
https://www.jmir.org/2020/6/e18579

Longitudinal analysis of high-technology medical services and hospital financial performance

Autor: Ferhat D. Zengul, Bunyamin Ozaydin, Stephen J OʼConnor, Robert Weech-Maldonado, Patricia A. Patrician

Publikováno v: Health Care Management Review. 43:2-11

U.S. hospitals have been investing in high-technology medical services as a strategy to improve financial performance. Despite the interest in high-tech medical services, there is not much information available about the impact of high-tech services

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2cc5c1c0a2ceeac9ef533faef8ca274c
https://doi.org/10.1097/hmr.0000000000000124

Analyzing Workers’ Compensation Claims and Payments Made Using Data from a Large Insurance Provider

Autor: Bunyamin Ozaydin, Navneet Kaur Baidwan, Nathan W. Carroll, Neeraj Puro

Publikováno v: International Journal of Environmental Research and Public Health
Volume 17
Issue 19
International Journal of Environmental Research and Public Health, Vol 17, Iss 7157, p 7157 (2020)

Background: All states in the USA have established Workers&rsquo
Compensation (WC) insurance systems/programs. WC systems address key occupational safety and health concerns. This effort uses data from a large insurance provider for the years 20

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a9d898cd057b3c2c9d18163fe7b4a98c
https://doi.org/10.3390/ijerph17197157