Md Mezbahul Islam

According to our database, Md Mezbahul Islam authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

STEP-PD: Stage-Aware and Explainable Parkinson's Disease Severity Classification Using Multimodal Clinical Assessments.

Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer, Ananda Mohan Mondal

CoRR, April, 2026

SCOPE-PD: Explainable AI on Subjective and Clinical Objective Measurements of Parkinson's Disease for Precision Decision-Making.

Md Mezbahul Islam, John Michael Templeton, Masrur Sobhan, Christian Poellabauer, Ananda Mohan Mondal

CoRR, January, 2026

2024

Interpreting Graph Neural Networks with In-Distributed Proxies.

Zhuomin Chen, Jiaxing Zhang, Jingchao Ni, Xiaoting Li, Yuchen Bian, Md Mezbahul Islam, Ananda Mohan Mondal, Hua Wei, Dongsheng Luo

CoRR, 2024

Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks.

Zhuomin Chen, Jiaxing Zhang, Jingchao Ni, Xiaoting Li, Yuchen Bian, Md Mezbahul Islam, Ananda Mondal, Hua Wei, Dongsheng Luo

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Interpreting Lung Cancer Health Disparity between African American Males and European American Males.

Masrur Sobhan, Md Mezbahul Islam, Ananda Mohan Mondal

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

REDONE-PD: Reflections of Dopamine-Related Gene Mutations on Neurocognitive Functions in Healthy Controls and Parkinson's Disease.

Md Mezbahul Islam, John Michael Templeton, Christian Poellabauer, Ananda Mohan Mondal

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024