AI for Brain Lesion Detection and Trauma Video Action Recognition

Beschreibung

This book constitutes the proceedings of the First BONBID-HIE Lesion Segmentation Challenge and the First Trauma Thompson Challenge, held in conjunction with MICCAI 2023, in Vancouver, BC, Canada, during October 2023. 

For BONBID-HIE 2023 Challenge 6 papers have been accepted out of 14 submissions. They span a broad array of approaches leveraging anatomical information about HIE, data augmentation, training strategies, model architecture, and integration with traditional machine learning methods. For the TTC 2023 Trauma Thompson Challenge 4 accepted contributions are included in this book. They deal with advancements in machine learning methods and their practical applications in addressing small and diffuse lesions in HIE segmentation. 

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Rina Bao

Themen in »AI for Brain Lesion Detection and Trauma Video Action Recognition«

Brain Injury Hypoxic Ischemic Encephalopathy Lesion Segmentation Brain MRI Medical Image Segmentation Neonatal Brain Injury Artificial Intelligence Deep Learning Machine Learning Image Segmentation Egocentric datasets Action recognition Action anticipation Combat Casualty Care Life-saving interventions

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