Cellular Automata Framework for Dementia Classification Using Explainable AI

Author:

Kesu Siva Manohar Reddy1ORCID,Sinha Neelam2ORCID,Ramasangu Hariharan3ORCID

Affiliation:

1. Department of Electronics and Communication Engineering, M S Ramaiah University of Applied Sciences, Bangalore 560054, Karnataka, India

2. Centre for Brain Research, Indian Institute of Science Campus, Bangalore 560012, Karnataka, India

3. Research Division, Relecura Technologies Pvt. Ltd., Bangalore 560066, Karnataka, India

Publisher

MDPI

Reference18 articles.

1. Prevalent depressive symptoms as a risk factor for conversion to mild cognitive impairment in an elderly Italian cohort;Ravaglia;Am. J. Geriatr. Psychiatry.,2008

2. Can the clinical dementia rating scale identify mild cognitive impairment and predict cognitive and functional decline?;Woolf;Dement. Geriatr. Cogn. Disord.,2016

3. Screening for early-stage Alzheimer’s disease using optimized feature sets and machine learning;Kleiman;J. Alzheimer’s Dis.,2021

4. A systematic analysis of assorted machine learning classifiers to assess their potential in accurate prediction of dementia;Khan;Arab. Gulf J. Sci. Res.,2022

5. Predicting early Alzheimer’s with blood biomarkers and clinical features;AlMansoori;Sci. Rep.,2024

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