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Research article

First published 2025

TSOF: A Tree-Based Self-Organizing Fuzzy Method for Streaming Data Classification in Alzheimer's Disease Detection

Sajal Debnath, Md Manjur Ahmed, Hafiz Md Hasan Babu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2019-01-11

A Novel Approach of Diffusion Tensor Visualization Based Neuro Fuzzy Classification System for Early Detection of Alzheimer’s Disease

Subrata Kar, D. Dutta Majumder

Journal of Alzheimer's Disease Reports

Open access

Research article

First published 2022-1

Clinical decision support system for early detection of Alzheimer’s disease using an enhanced gradient boosted decision tree classifier

Jayashree P, Janaka sudha G, Srinivasan K S [...]

Health Informatics Journal

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Research article

First published 2022-2

Probabilistic principal component analysis and long short-term memory classifier for automatic detection of Alzheimer’s disease using MRI brain images

Suresha Halebeedu Subbaraya, Srirangapatna Sampathkumaran Parthasarathy

International Journal of Knowledge-Based and Intelligent Engineering Systems

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Research article

First published 2025-9

Ensemble deep learning model for early diagnosis and classification of Alzheimer's disease using MRI scans

Shijitha Robinson Jeyapaul, Selvam Kombaiya, Anish Kumar Jeya Kumar [...]

Journal of Alzheimer’s Disease

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Research article

First published 2016-11

MRI brain pattern analysis for detection of Alzheimer's disease using random forest classifier

D. Selvathi, T. Emala

Intelligent Decision Technologies

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Research article

First published 2024-01-10

RETRACTED: Automated classification of MRI images for mild cognitive impairment and Alzheimer’s disease detection using log gabor filters based deep meta-heuristic classification

A.S. Shanthi, G. Ignisha Rajathi, R. Velumani [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-11

A deep learning based CNN approach on MRI for Alzheimer’s disease detection

Sanjiban Sekhar Roy, Raghav Sikaria, Aarti Susan

Intelligent Decision Technologies

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Research article

First published 2024-1

Pre-training and ensembling based Alzheimer’s disease detection

Fan Xu, Qihang Zheng, Jia Shi [...]

Technology and Health Care

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Research article

First published 2025-5

Classifying Alzheimer’s wandering and apathetic behaviours using indoor and outdoor localization data

Sara Comai, Andrea Masciadri, Fabio Salice

Journal of Ambient Intelligence and Smart Environments

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