| Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection V Vimbi, N Shaffi, M Mahmud Brain Informatics 11 (1), 10, 2024 | 290 | 2024 |
| Explainable artificial intelligence in Alzheimer’s disease classification: A systematic review V Viswan, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen Cognitive Computation 16 (1), 1-44, 2024 | 152 | 2024 |
| Four-way classification of Alzheimer’s disease using deep Siamese convolutional neural network with triplet-loss function F Hajamohideen, N Shaffi, M Mahmud, K Subramanian, A Al Sariri, ... Brain Informatics 10 (1), 5, 2023 | 104 | 2023 |
| Performance evaluation of deep, shallow and ensemble machine learning methods for the automated classification of Alzheimer’s disease N Shaffi, K Subramanian, V Vimbi, F Hajamohideen, A Abdesselam, ... International journal of neural systems 34 (07), 2450029, 2024 | 28 | 2024 |
| Ensemble of vision transformer architectures for efficient Alzheimer’s Disease classification N Shaffi, V Viswan, M Mahmud Brain Informatics 11 (1), 25, 2024 | 25 | 2024 |
| Exploring intervention techniques for Alzheimer’s disease: Conventional methods and the role of AI in advancing care K Subramanian, F Hajamohideen, V Viswan, N Shaffi, M Mahmud Artificial Intelligence and Applications 2 (2), 59-77, 2024 | 17 | 2024 |
| A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease V Viswan, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen 2023 IEEE symposium series on computational intelligence (SSCI), 1334-1339, 2023 | 16 | 2023 |
| Bagging the best: a hybrid SVM-KNN ensemble for accurate and early detection of Alzheimer’s and Parkinson’s diseases N Shaffi, V Vimbi, M Mahmud, K Subramanian, F Hajamohideen International Conference on Brain Informatics, 443-455, 2023 | 16 | 2023 |
| Four‑way classification of Alzheimer’s disease using deep siamese convolutional neural network with triplet‑loss function. Brain Inf 10 (5): 1–12 F Hajamohideen, N Shaffi, M Mahmud, K Subramanian, A Al Sariri, ... | 15 | 2023 |
| Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms N Shaffi, V Viswan, M Mahmud, F Hajamohideen, K Subramanian 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent …, 2023 | 14 | 2023 |
| Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data N Shaffi, V Viswan, M Mahmud, F Hajamohideen, K Subramanian 2023 IEEE symposium series on computational intelligence (SSCI), 1328-1333, 2023 | 12 | 2023 |
| Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer’s disease detection [Review of Interpreting artificial … V Viswan, N Shaffi, M Mahmud Springer Science+ Business Media. https://doi. org/10.1186/s40708-024-00222-1, 2024 | 9 | 2024 |
| Explainable artificial intelligence in Alzheimer’s disease classification: A systematic review. Cognitive Computation, 16 (1), 1–44 V Viswan, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen | 7 | 2024 |
| Optimizing Medical Imaging Quality: An In-Depth Examination of Preprocessing Methods for Brain MRIs V Viswan, N Shaffi, K Subramanian, F Hajamohideen International Conference on Applied Intelligence and Informatics, 65-81, 2024 | 6 | 2024 |
| and for the Alzheimer’s Disease Neuroimaging Initiative. Four-way classification of alzheimer’s disease using deep siamese convolutional neural network with triplet-loss function F Hajamohideen, N Shaffi, M Mahmud, K Subramanian, A Al Sariri, ... Brain Informatics 10 (1), 5, 2023 | 5 | 2023 |
| Transfer Learning-Based Ensemble of Deep Neural Architectures for Alzheimer’s and Parkinson’s Disease Classification V Vimbi, N Shaffi, M Mahmud, K Subramanian, F Hajamohideen International Conference on Applied Intelligence and Informatics, 186-204, 2024 | 4 | 2024 |
| VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer’s Disease N Shaffi, V Viswan, M Mahmud 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | 4 | 2024 |
| Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection V Vimbi, N Shaffi, MAK Sadiq, SR Sirasanagandla, VNM Aradhya, ... Cognitive Computation 17 (3), 104, 2025 | 3 | 2025 |
| Enhancing insights: unravelling the potential of preprocessing MRI for artificial intelligence based Alzheimer's disease classification V Viswan, F Hajamohideen, K Subramanian, N Shaffi, M Mahmud Machine Learning Models and Architectures for Biomedical Signal Processing …, 2025 | 3 | 2025 |
| Analysis of Software Cost Models Based on Exponential Software Reliability Growth Models DRP Williams, V Vimbi, T Shanmugam, A Al Amayreh International Conference On Systems Engineering, 90-98, 2023 | 1 | 2023 |
Noushath ShaffiSultan Qaboos University, Sultanate of OmanVerified email at squ.edu.om
