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This model differentiates between the two major acute ischemic stroke (AIS) etiology subtypes: cardiac and large artery atherosclerosis enabling healthcare providers to better identify the origins of blood clots in deadly strokes.

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Priyansh42/Stroke-Blood-Clot-Classification

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Stroke-Blood-Clot-Classification

This model differentiates between the two major acute ischemic stroke (AIS) etiology subtypes: cardiac and large artery atherosclerosis enabling healthcare providers to better identify the origins of blood clots in deadly strokes.

Stroke-Blood_Clot-Classification_Poster

Contributors

Priyansh ShahHarshil RanaIshan ShahManan Shah

Dataset

https://www.kaggle.com/competitions/mayo-clinic-strip-ai/data

OpenSlide Library

Documentation: https://openslide.org/api/python/

Download binaries for Windows: https://openslide.org/download/#windows-binaries

Output Screenshot

Output

Demo Video

DemoVideo_StrokeBloodClotClassification.mp4

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This model differentiates between the two major acute ischemic stroke (AIS) etiology subtypes: cardiac and large artery atherosclerosis enabling healthcare providers to better identify the origins of blood clots in deadly strokes.

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