TeleStroke: real-time stroke detection with federated learning and YOLOv8 on edge devices
Abdussalam Elhanashi,
Pierpaolo Dini,
Sergio Saponara
et al.
Abstract:Stroke, a life-threatening medical condition, necessitates immediate intervention for optimal outcomes. Timely diagnosis and treatment play a crucial role in reducing mortality and minimizing long-term disabilities associated with strokes. This study presents a novel approach to meet these critical needs by proposing a real-time stroke detection system based on deep learning (DL) with utilization of federated learning (FL) to enhance accuracy and privacy preservation. The primary objective of this research is … Show more
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