Search Results for author: Tariqul Islam

Found 4 papers, 0 papers with code

Empowering Healthcare through Privacy-Preserving MRI Analysis

no code implementations14 Mar 2024 Al Amin, Kamrul Hasan, Saleh Zein-Sabatto, Deo Chimba, Liang Hong, Imtiaz Ahmed, Tariqul Islam

Integrating DL within the Federated Learning (FL) framework has yielded a methodology that offers precise and dependable diagnostics for detecting brain tumors.

F1 Score Federated Learning +1

An Explainable AI Framework for Artificial Intelligence of Medical Things

no code implementations7 Mar 2024 Al Amin, Kamrul Hasan, Saleh Zein-Sabatto, Deo Chimba, Imtiaz Ahmed, Tariqul Islam

The healthcare industry has been revolutionized by the convergence of Artificial Intelligence of Medical Things (AIoMT), allowing advanced data-driven solutions to improve healthcare systems.

Decision Making Explainable artificial intelligence +1

Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification

no code implementations14 Jun 2021 Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam

In this research, we have curated a novel dataset and developed a framework that uses Deep Transfer Learning to perform a multi-classification of tumors in the brain MRI images.

Multi-class Classification Transfer Learning

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