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.

Federated Learning Privacy Preserving

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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