Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Doma...
Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Domain Features
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Author / Creator
Kamarajan, Chella , Pandey, Ashwini K , Chorlian, David B , Meyers, Jacquelyn L , Kinreich, Sivan , Pandey, Gayathri , Subbie-Saenz de Viteri, Stacey , Zhang, Jian , Kuang, Weipeng , Barr, Peter B , Aliev, Fazil , Anokhin, Andrey P , Plawecki, Martin H , Kuperman, Samuel , Almasy, Laura , Merikangas, Alison , Brislin, Sarah J , Bauer, Lance , Hesselbrock, Victor , Chan, Grace , Kramer, John , Lai, Dongbing , Hartz, Sarah , Bierut, Laura J , McCutcheon, Vivia V , Bucholz, Kathleen K , Dick, Danielle M , Schuckit, Marc A , Edenberg, Howard J and Porjesz, Bernice
Publisher
Switzerland: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Switzerland: MDPI AG
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More information
Scope and Contents
Contents
Memory problems are common among older adults with a history of alcohol use disorder (AUD). Employing a machine learning framework, the current study investigates the use of multi-domain features to classify individuals with and without alcohol-induced memory problems. A group of 94 individuals (ages 50-81 years) with alcohol-induced memory problem...
Alternative Titles
Full title
Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Domain Features
Authors, Artists and Contributors
Author / Creator
Pandey, Ashwini K
Chorlian, David B
Meyers, Jacquelyn L
Kinreich, Sivan
Pandey, Gayathri
Subbie-Saenz de Viteri, Stacey
Zhang, Jian
Kuang, Weipeng
Barr, Peter B
Aliev, Fazil
Anokhin, Andrey P
Plawecki, Martin H
Kuperman, Samuel
Almasy, Laura
Merikangas, Alison
Brislin, Sarah J
Bauer, Lance
Hesselbrock, Victor
Chan, Grace
Kramer, John
Lai, Dongbing
Hartz, Sarah
Bierut, Laura J
McCutcheon, Vivia V
Bucholz, Kathleen K
Dick, Danielle M
Schuckit, Marc A
Edenberg, Howard J
Porjesz, Bernice
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Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_7d46d22e47d14f2ca83376c5fa6899fc
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7d46d22e47d14f2ca83376c5fa6899fc
Other Identifiers
ISSN
2076-328X
E-ISSN
2076-328X
DOI
10.3390/bs13050427
