Dual-stream algorithms for dementia detection: Harnessing structured and unstructured electronic health record data, a novel approach to prevalence estimation.
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| Title: | Dual-stream algorithms for dementia detection: Harnessing structured and unstructured electronic health record data, a novel approach to prevalence estimation. |
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| Authors: | Collyer TA; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Liu M; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Beare R; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.; Developmental Imaging, Murdoch Children's Research Institute, Melbourne, Victoria, Australia., Andrew NE; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Ung D; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Carver A; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Ilomaki J; Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia., Bell JS; Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia., Thrift AG; Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia., Rocca WA; Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.; Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA.; Women's Health Research Center, Mayo Clinic, Rochester, Minnesota, USA., St Sauver JL; Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA., Lu A; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.; Department of Geriatric Medicine, Peninsula Health, Frankston, Victoria, Australia., Siostrom K; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.; Department of Geriatric Medicine, Peninsula Health, Frankston, Victoria, Australia., Moran C; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Roberts H; Department of Neurology, Monash Medical Centre, Clayton, Victoria, Australia., Chong TT; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Notting Hill, Victoria, Australia., Murray A; Division of Geriatrics, Department of Medicine Hennepin HealthCare, Berman Centre for Outcomes and Clinical Research, Hennepin Healthcare Research Institute, Minneapolis, Minnesota, USA.; Department of Neurology, University of Minnesota, Minneapolis, Minnesota, USA., Ravipati T; National Centre for Healthy Ageing, Frankston, Victoria, Australia., O'Bree B; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia., Srikanth VK; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.; Department of Geriatric Medicine, Peninsula Health, Frankston, Victoria, Australia. |
| Source: | Alzheimer's & dementia : the journal of the Alzheimer's Association [Alzheimers Dement] 2025 May; Vol. 21 (5), pp. e70132. |
| Publication Type: | Journal Article; Research Support, N.I.H., Extramural |
| Journal Info: | Publisher: John Wiley & Sons, Ltd Country of Publication: United States NLM ID: 101231978 Publication Model: Print Cited Medium: Internet ISSN: 1552-5279 (Electronic) Linking ISSN: 15525260 NLM ISO Abbreviation: Alzheimers Dement Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1552-5279 |
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| DOI: | 10.1002/alz.70132 |
