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This double volume set LNCS 14393-14394 constitutes the proceedings from the workshops held at the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 Workshops, which took place in Vancouver, BC, Canada, in October 2023. The 54 full papers together with 14 short papers presented in this volume were carefully reviewed and selected from 123 submissions from all workshops. The papers of the workshops are presenting the topical sections: Eighth International Skin Imaging Collaboration Workshop (ISIC 2023) First Clinically-Oriented and Responsible AI for Medical Data Analysis (Care-AI 2023) Workshop First International Workshop on Foundation Models for Medical Artificial General Intelligence (MedAGI 2023) Fourth Workshop on Distributed, Collaborative and Federated Learning (DeCaF 2023) First MICCAI Workshop on Time-Series Data Analytics and Learning First MICCAI Workshop on Lesion Evaluation and Assessment with Follow-Up (LEAF) AI For Treatment Response Assessment and predicTion Workshop (AI4Treat 2023) Fourth International Workshop on Multiscale Multimodal Medical Imaging (MMMI 2023) Second International Workshop on Resource-Effcient Medical Multimodal Medical Imaging Image Analysis (REMIA 2023)
This collection presents cutting-edge research from the workshops held at the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023). The proceedings compile 54 full papers and 14 short papers, carefully selected from 123 submissions across various specialized workshops. These papers cover advancements in skin imaging, clinically-oriented AI, foundation models for medical AGI, distributed and federated learning, time-series data analytics, lesion evaluation, AI for treatment response, and multiscale multimodal medical imaging. The collection offers a snapshot of the latest developments and challenges in applying computational methods to medical imaging and intervention.
This collection represents the proceedings from specialized workshops within the MICCAI 2023 conference, indicating a focus on current research and development in medical image computing and computer-assisted intervention. The inclusion of papers from multiple workshops suggests a broad yet deep exploration of topics ranging from AI in diagnostics to advanced imaging techniques and federated learning. The careful review and selection process from a significant number of submissions implies a high standard for the presented work, catering to researchers and practitioners in the field.
Page Count:
381
Publication Date:
2023-10-01
Publisher:
Springer Nature Switzerland
ISBN-10:
3031474007
ISBN-13:
9783031474002
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