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Chenyin Chu

University of Melbourne

185 Pelham Street

Carlton

Carlton, 3053

Australia

  • University of Melbourne

SCHOLARLY PAPERS

4

DOWNLOADS

397

TOTAL CITATIONS

3

Scholarly Papers (4)

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1.

Dementia Severity Age: A Novel Indicator to Predict the Onset of MCI and Alzheimer's Dementia

Number of pages: 28 Posted: 29 May 2024
Chenyin Chu, Yifei Wang, Yihan Wang, Christopher Fowler, Colin Masters, James D. Doecke, Benjamin Goudey, Liang Jin and Yijun Pan
University of Melbourne, University of Melbourne, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne - Florey Institute of Neuroscience and Mental Health, Edith Cowan University, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health and University of Melbourne
Downloads 134 (544,251)
Citation 1

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Alzheimer's dementia, mild cognitive impairment, onset prediction statistic model

2.

Florey Dementiarisk Score: A Novel Web-Based Tool to Screen Alzheimer's Disease in Primary Care

Number of pages: 27 Posted: 25 Jun 2024
Yijun Pan, Chenyin Chu, Yifei Wang, Yihan Wang, Colin Masters, Benjamin Goudey, Liang Jin and AIBL Research Group
University of Melbourne, University of Melbourne, University of Melbourne, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health and Independent
Downloads 97 (709,832)
Citation 1

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Alzheimer's disease, auto-score, binary classification, screening, health equity

3.

Development and Validation of a New Web-Based Tool to Predict the Progression of Mild Cognitive Impairment and Alzheimer's Disease

Number of pages: 36 Posted: 01 Oct 2024
Chenyin Chu, Yihan Wang, Andrew Huynh, Ka Weng Ng, Guangyan Ji, James D. Doecke, Jurgen Fripp, Colin Masters, Benjamin Goudey, Liang Jin and Yijun Pan
University of Melbourne, University of Melbourne, Austin Health, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne - Florey Institute of Neuroscience and Mental Health, Edith Cowan University, Australian eHealth Research Centre, CSIRO, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health and University of Melbourne
Downloads 91 (736,406)

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Alzheimer's dementia, cognition monitoring, Machine Learning, mild cognitive impairment, Prediction model

4.

Development and Validation of a Predictive Model to Monitor the Progression of Preclinical Alzheimer's Disease

Number of pages: 29 Posted: 09 Jul 2025
Chenyin Chu, Yihan Wang, Liwei Ma, Youjian Ouyang, Georgio Zisis, Colin Masters, Benjamin Goudey, Liang Jin and Yijun Pan
University of Melbourne, University of Melbourne, Monash University, University of Melbourne, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne - Florey Institute of Neuroscience and Mental Health, University of Melbourne, Monash University and University of Melbourne
Downloads 75 (837,727)
Citation 1

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Amyloid Beta, Phosphorylated tau-217, Alzheimer's disease, Interpretable AI, Auto-score algorithm