Vimbi Viswan - RankMe

13 papers B 1Journal 7Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multimodal fusion and explainability of artificial intelligence models in Alzheimer's Disease detection. Brain Informatics Vimbi Viswan, Noushath Shaffi, Malathy Emperuman, Chemmalar Selvi G., B. R. Kavitha, Abdelhamid Abdesselam, Shuqiang Wang, Ponnuthurai N. Suganthan, Ibrahim Al Shezawi, Mufti Mahmud
2025	J	`jnl`	Application of Explainable Artificial Intelligence in Autism Spectrum Disorder Detection. Cogn. Comput. Vimbi Viswan, Noushath Shaffi, Mohamed A. K. Sadiq, Srinivasa Rao Sirasanagandla, V. N. Manjunath Aradhya, M. Shamim Kaiser, Shuqiang Wang, Mufti Mahmud
2025	—	`conf`	Preventive Healthcare Through Privacy-Preserving, Explainable and Inclusive Artificial Intelligence. HCI (77) Mufti Mahmud, David J. Brown, Yuan Shen, Muhammad Arifur Rahman, Jun He, M. Shamim Kaiser, Hamzah Luqman, Sajib Mistry, Noushath Shaffi, Vimbi Viswan, M. Mostafizur Rahman, Shamim Al Mamun, Tamanna Sharmeen, Rasha Alahmad, V. N. Manjunath Aradhya, Mohammad Farukh Hashmi, Shuqiang Wang, Cosimo Ieracitano, Nadia Mammone, Maryam Doborjeh, Kanad Ray
2024	J	`jnl`	Ensemble of vision transformer architectures for efficient Alzheimer's Disease classification. Brain Informatics Noushath Shaffi, Vimbi Viswan, Mufti Mahmud
2024	J	`jnl`	Explainable Artificial Intelligence in Alzheimer's Disease Classification: A Systematic Review. Cogn. Comput. Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2024	J	`jnl`	Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection. Brain Informatics Vimbi Viswan, Noushath Shaffi, Mufti Mahmud
2024	J	`jnl`	Performance Evaluation of Deep, Shallow and Ensemble Machine Learning Methods for the Automated Classification of Alzheimer's Disease. Int. J. Neural Syst. Noushath Shaffi, Karthikeyan Subramanian, Vimbi Viswan, Faizal Hajamohideen, Abdelhamid Abdesselam, Mufti Mahmud
2024	B	`conf`	VisTAD: A Vision Transformer Pipeline for the Classification of Alzheimer's Disease. IJCNN Noushath Shaffi, Vimbi Viswan, Mufti Mahmud
2023	—	`conf`	A Comparative Study of Pretrained Deep Neural Networks for Classifying Alzheimer's and Parkinson's Disease. SSCI Vimbi Viswan, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2023	—	`conf`	Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases. BI Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Karthikeyan Subramanian, Faizal Hajamohideen
2023	J	`jnl`	Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function. Brain Informatics Faizal Hajamohideen, Noushath Shaffi, Mufti Mahmud, Karthikeyan Subramanian, Arwa Al Sariri, Vimbi Viswan, Abdelhamid Abdesselam
2023	—	`conf`	Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms. WI/IAT Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian
2023	—	`conf`	Towards Automated Classification of Parkinson's Disease: Comparison of Machine Learning Methods using MRI and Acoustic Data. SSCI Noushath Shaffi, Vimbi Viswan, Mufti Mahmud, Faizal Hajamohideen, Karthikeyan Subramanian