Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases. - Noushath Shaffi; Viswan Vimbi; Mufti Mahmud; Karthikeyan Subramanian; Faizal Hajamohideen (BI, 2023)

Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data. - Noushath Shaffi; Viswan Vimbi; Mufti Mahmud; Faizal Hajamohideen; Karthikeyan Subramanian (SSCI, 2023)

A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease. - Viswan Vimbi; Noushath Shaffi; Mufti Mahmud; Karthikeyan Subramanian; Faizal Hajamohideen (SSCI, 2023)

Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms. - Noushath Shaffi; Viswan Vimbi; Mufti Mahmud; Faizal Hajamohideen; Karthikeyan Subramanian (WI/IAT, 2023)

Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function. - Faizal Hajamohideen; Noushath Shaffi; Mufti Mahmud; Karthikeyan Subramanian; Arwa Al Sariri; Viswan Vimbi; Abdelhamid Abdesselam (Brain Informatics, 2023)

VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. - Noushath Shaffi; Viswan Vimbi; Mufti Mahmud (IJCNN, 2024)

Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. - Viswan Vimbi; Noushath Shaffi; Mufti Mahmud; Karthikeyan Subramanian; Faizal Hajamohideen (Cogn. Comput., 2024)

Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. - Noushath Shaffi; Karthikeyan Subramanian; Viswan Vimbi; Faizal Hajamohideen; Abdelhamid Abdesselam; Mufti Mahmud (Int. J. Neural Syst., 2024)

Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification. - Noushath Shaffi; Viswan Vimbi; Mufti Mahmud (Brain Informatics, 2024)

Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection. - Viswan Vimbi; Noushath Shaffi; Mufti Mahmud (Brain Informatics, 2024)

Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection. - Viswan Vimbi; Noushath Shaffi; Mohamed A. K. Sadiq; Srinivasa Rao Sirasanagandla; V. N. Manjunath Aradhya; M. Shamim Kaiser; Shuqiang Wang; Mufti Mahmud (Cogn. Comput., 2025)