AI for Brain Lesion Detection and Trauma Video Action Recognition: First Bonbid-Hie Lesion Segmentation Challenge and First Trauma Thompson Challenge, (腦病變檢測與創傷視頻行為識別的人工智慧：首次Bonbid-Hie病變分割挑戰與首次創傷Thompson挑戰)

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.