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Journal Articles
- 2024
[j5]Viswan Vimbi
, Noushath Shaffi, Mufti Mahmud:
Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection. Brain Informatics 11(1): 10 (2024)- [j4]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification. Brain Informatics 11(1): 25 (2024) - [j3]Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. 16(1): 1-44 (2024) - [j2]Noushath Shaffi, Karthikeyan Subramanian, Viswan Vimbi, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud:
Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. Int. J. Neural Syst. 34(7): 2450029:1-2450029:17 (2024) - 2023
- [j1]Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Viswan Vimbi, Abdelhamid Abdesselam:
Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function. Brain Informatics 10(1): 5 (2023)
Conference and Workshop Papers
- 2024
- [c5]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud:
VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. IJCNN 2024: 1-8 - 2023
- [c4]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases. BI 2023: 443-455 - [c3]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian:
Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data. SSCI 2023: 1328-1333 - [c2]Viswan Vimbi, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen:
A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease. SSCI 2023: 1334-1339 - [c1]Noushath Shaffi, Viswan Vimbi, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian:
Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms. WI/IAT 2023: 496-502
Coauthor Index
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last updated on 2024-10-08 21:26 CEST by the dblp team
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