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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.
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
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  Data: Dual-stream algorithms for dementia detection: Harnessing structured and unstructured electronic health record data, a novel approach to prevalence estimation.
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  Data: <searchLink fieldCode="AU" term="%22Collyer+TA%22">Collyer TA</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Liu+M%22">Liu M</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Beare+R%22">Beare R</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Andrew+NE%22">Andrew NE</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Ung+D%22">Ung D</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Carver+A%22">Carver A</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Ilomaki+J%22">Ilomaki J</searchLink>; Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Bell+JS%22">Bell JS</searchLink>; Centre for Medicine Use and Safety, Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Thrift+AG%22">Thrift AG</searchLink>; Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Rocca+WA%22">Rocca WA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22St+Sauver+JL%22">St Sauver JL</searchLink>; Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Lu+A%22">Lu A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Siostrom+K%22">Siostrom K</searchLink>; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.; Department of Geriatric Medicine, Peninsula Health, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Moran+C%22">Moran C</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Roberts+H%22">Roberts H</searchLink>; Department of Neurology, Monash Medical Centre, Clayton, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Chong+TT%22">Chong TT</searchLink>; Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Notting Hill, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Murray+A%22">Murray A</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Ravipati+T%22">Ravipati T</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22O'Bree+B%22">O'Bree B</searchLink>; National Centre for Healthy Ageing, Frankston, Victoria, Australia.; Peninsula Clinical School, School of Translational Medicine, Monash University, Frankston, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Srikanth+VK%22">Srikanth VK</searchLink>; 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.
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  Data: <searchLink fieldCode="JN" term="%22101231978%22">Alzheimer's & dementia : the journal of the Alzheimer's Association</searchLink> [Alzheimers Dement] 2025 May; Vol. 21 (5), pp. e70132.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22John+Wiley+%26+Sons%2C+Ltd%22">John Wiley & Sons, Ltd </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101231978 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1552-5279 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215525260%22">15525260 </searchLink><i>NLM ISO Abbreviation: </i>Alzheimers Dement <i>Subsets: </i>MEDLINE
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