Comprehensive Analysis and Computing of Real-World Medical Images - First MICCAI Challenge, CARE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings

This book constitutes the proceedings of the First MICCAI Challenge, CARE 2024, Held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, during October 2024. The 23 full papers together included in this volume were carefully reviewed and selected from numerous submissions. 
 
Five tracks have been held in this challenge, including one comprehensive issue and four specific tracks with corresponding images and clinical problems:
1.      Transferring Foundation Models for Multi-center Real-World Medical Image Analysis (TFM4MedIA)
2.      Left Atrial and Scar Quantification & Segmentation (LAScarQS++)
3.      Liver Fibrosis Quantification and Analysis (LiQA)
4.      Myocardial Pathology Segmentation (MyoPS++)

Summary

This book constitutes the proceedings of the First MICCAI Challenge, CARE 2024, Held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, during October 2024. The 23 full papers together included in this volume were carefully reviewed and selected from numerous submissions. 
 
Five tracks have been held in this challenge, including one comprehensive issue and four specific tracks with corresponding images and clinical problems:
1.      Transferring Foundation Models for Multi-center Real-World Medical Image Analysis (TFM4MedIA)
2.      Left Atrial and Scar Quantification & Segmentation (LAScarQS++)
3.      Liver Fibrosis Quantification and Analysis (LiQA)
4.      Myocardial Pathology Segmentation (MyoPS++)
5.      Whole Heart Segmentation (WHS++)

Product details

• Assisted by: Wangbin Ding (Editor), Shangqi Gao (Editor), Lei Li (Editor), Sihan Wang (Editor), Fuping Wu (Editor), Fuping Wu et al (Editor), Xiahai Zhuang (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 22.04.2025
• EAN: 9783031870088
• ISBN: 978-3-0-3187008-8
• No. of pages: 254
• Illustrations: XI, 254 p. 98 illus., 93 illus. in color.
• Series: Lecture Notes in Computer Science
• Subjects: Natural sciences, medicine, IT, technology > Technology > Miscellaneous; Staging, Medical and Health Technologies, medical image analysis, transferring foundation model, Left Atrial and Scar Quantification & Segmentation, segemetation, misalignment, Multi-center Real-World Medical Image Analysis, Real world medical image analysis, Myocardial Pathology Segmentation, generalizability, multi-modality, multi-center, Whole Heart Segmentation