{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,2]],"date-time":"2025-11-02T13:14:45Z","timestamp":1762089285726,"version":"build-2065373602"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"print","value":"9781643684000"},{"type":"electronic","value":"9781643684017"}],"license":[{"start":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T00:00:00Z","timestamp":1687996800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,29]]},"abstract":"<jats:p>We applied natural language processing and topic modeling to publicly available abstracts and titles of 263 papers in the scientific literature mentioning AI and demographics (corpus 1 before Covid-19, corpus 2 after Covid-19) extracted from the MEDLINE database. We found exponential growth of AI studies mentioning demographics since the pandemic (Before Covid-19: N= 40 vs. After Covid-19: N= 223) [forecast model equation: ln(Number of Records) = 250.543*ln(Year) + -1904.38, p = 0.0005229]. Topics related to diagnostic imaging, quality of life, Covid, psychology, and smartphone increased during the pandemic, while cancer-related topics decreased. The application of topic modeling to the scientific literature on AI and demographics provides a foundation for the next steps regarding developing guidelines for the ethical use of AI for African American dementia caregivers.<\/jats:p>","DOI":"10.3233\/shti230553","type":"book-chapter","created":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:54:23Z","timestamp":1688111663000},"source":"Crossref","is-referenced-by-count":2,"title":["Application of Topic Modeling on Artificial Intelligence Studies as a Foundation to Develop Ethical Guidelines in African American Dementia Caregiving"],"prefix":"10.3233","author":[{"given":"Sunmoo","family":"Yoon","sequence":"first","affiliation":[{"name":"General Medicine, Department of Medicine, Columbia University, New York, NY, USA"}]},{"given":"Peter","family":"Broadwell","sequence":"additional","affiliation":[{"name":"Center for Interdisciplinary Digital Research, Stanford University, Stanford, CA, USA"}]},{"given":"Frederick F.","family":"Sun","sequence":"additional","affiliation":[{"name":"General Medicine, Department of Medicine, Columbia University, New York, NY, USA"}]},{"given":"Maria","family":"De Planell-Saguer","sequence":"additional","affiliation":[{"name":"General Medicine, Department of Medicine, Columbia University, New York, NY, USA"}]},{"given":"Nicole","family":"Davis","sequence":"additional","affiliation":[{"name":"School of Nursing, Clemson University, Clemson, SC, USA"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","Healthcare Transformation with Informatics and Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI230553","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,30]],"date-time":"2023-06-30T07:54:25Z","timestamp":1688111665000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI230553"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,29]]},"ISBN":["9781643684000","9781643684017"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti230553","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2023,6,29]]}}}