AI for Brain Lesion Detection and Trauma Video Action Recognition

First BONBID-HIE Lesion Segmentation Challenge and First Trauma Thompson Challenge, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 16 and 12, 2023, Proceedings

Häftad, Engelska, 2024

Av Rina Bao, Ellen Grant, Andrew Kirkpatrick, Juan Wachs, Yangming Ou

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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 the TTC 2023 Trauma Thompson Challenge 4 accepted contributions are included in this book.

Produktinformation

Utgivningsdatum2024-10-24
Mått155 x 235 x 7 mm
Vikt184 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor95
FörlagSpringer International Publishing AG
ISBN9783031716256

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Systemvetenskap och AI inom Data och it
Artificiell intelligens inom Data och it

BONBID-HIE 2023.- Fusion of Deep and Local Features Using Random Forests for Neonatal HIE Segmentation.- Enhancing Lesion Segmentation in the BONBID-HIE Challenge: An Ensemble Strategy.- An Ensemble Approach for Segmentation of Neonatal HIE lesions.- Improving Segmentation of Hypoxic Ischemic Encephalopathy Lesions by Heavy Data Augmentation: Contribution to the BONBID Challenge.- A Deep Neural Network Approach for the Lesion Segmentation from Neonatal Brain Magnetic Resonance Imaging.- SegResNet based Reciprocal Transformation for BONBID-HIE Lesion Segmentation.- Trauma THOMPSON 2023.- Overview of the Trauma THOMPSON Challenge at MICCAI 2023.- The Trauma THOMPSON Challenge Report MICCAI 2023.- Action Recognition and Action Anticipation Tasks in the Trauma THOMPSON Challenge Technical Report.- QuIIL at T3 challenge: Towards Automation in Life-Saving Intervention Procedures from First-Person View.