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