Browsing by Author "Madapatha, Savin"

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AlzhiScan: A Novel Explainable AI-Focused Approach for Alzheimer’s Disease Detection Using MRI Images

Madapatha, Savin (2024)

"Alzheimer’s Disease (AD) is a major challenge in the medical field as the diagnosis process is time-consuming, labour-intensive, and prone to human error. The traditional diagnostic procedures heavily rely on manual ...
A Systematic Literature Review of XAI-based Approaches on Brain Disease Detection using Brain MRI Images

Madapatha, Savin; Fernando, Pumudu (IEEE, 2024)

Brain Magnetic Resonance Imaging (MRI) analysis is a widely used medical procedure for the early diagnosis of various brain diseases. Accurate pathology identification during the brain MRI analysis procedure is crucial as ...

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