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Healthcare AI
AI-assisted brain MRI analysis platform exploring Alzheimer's disease stage classification.
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Alzheimer's disease diagnosis from brain MRI requires specialist expertise and careful interpretation. There is a need for research tools that can assist with classification while maintaining transparency in how decisions are made.
A web-based platform for uploading and analysing brain MRI scans, with classification results, explainability visualisations and a research-oriented interface designed for clinical researchers.
We developed AlzDetect as a research platform using Vision Transformers for MRI analysis, combined with explainable AI techniques to surface the reasoning behind model outputs.
AlzDetect demonstrates how advanced computer vision and explainable AI can be combined in a decision-support research platform. It is available at alzdetect.live for research exploration.
