Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
465-04-007 ISMRM Abstract

Integrating AI-Derived Brain Volumetrics with Clinical Measures Enhances Early Alzheimer’s Disease Detection

Primary: Neuro - Alzheimer's Disease
Secondary: Neuro - Aging
465-04-007 · Image Analysis for Alzheimer's and Parkinson's · Tuesday, 12 May, 2:35 PM–3:30 PM · Digital Posters Row F
Keywords: Alzheimer's Disease Dementia Machine Learning/Artificial Intelligence Cognitive impairments IQ-Cog
Accepted
Lisa Shi1,2,3, Dongang Wang2,4,5, Chun-Chien Shieh4, Kyi Nue Nyo Zin4, Michael Barnett2,4,5, Sharon L Naismith2,3,6, Chenyu Wang 2,4,5
1The University of Sydney, Sydney, Australia
2Brain and Mind Centre, The University of Sydney, Sydney, Australia
3Charles Perkins Centre, The University of Sydney, Sydney, Australia
4Sydney Neuroimaging Analysis Centre, Camperdown, Australia
5Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
6School of Psychology, Faculty of Science, The University of Sydney, Sydney, Australia
Presenting Author: Chenyu Wang

Synopsis

Motivation:
Goals:
Approach:
Results:
Full abstract & presentation

The full text, figures, and any recorded presentation for this abstract are not shown here. Log in if you are a member or registered attendee with access.

Full abstracts, figures, and presentations for Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition are available to registered attendees. This content becomes freely available to the public roughly two years after the meeting.

To request or purchase access, contact the ISMRM Central Office at info@ismrm.org.

Log in

References

1. Chen Y, Al-Nusaif M, Li S, et al (2024) Progress on early diagnosing Alzheimer’s disease. Front Med 18:446–464. https://doi.org/10.1007/s11684-023-1047-1 [doi]
2. Tanpitukpongse TP, Mazurowski MA, Ikhena J, Petrella JR (2017) Predictive utility of marketed volumetric software tools in subjects at risk for Alzheimer disease: Do regions outside the hippocampus matter? American Journal of Neuroradiology 38:546–552. https://doi.org/10.3174/ajnr.A5061 [doi]
3. Kwon C, Kang KM, Byun MS, et al (2021) Assessment of Mild Cognitive Impairment in Elderly Subjects Using a Fully Automated Brain Segmentation Software. Investig Magn Reson Imaging 25:164–171. https://doi.org/10.13104/imri.2021.25.3.164 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/465-04-007