صورة الغلاف

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging 6th International Workshop, UNSURE 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /

This book constitutes the refereed proceedings of the 6th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, on October 10, 2024. The 20 full papers presented in this book were carefully reviewed...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
مؤلف مشترك: SpringerLink (Online service)
مؤلفون آخرون: Sudre, Carole H. (المحرر), Mehta, Raghav (المحرر), Ouyang, Cheng (المحرر), Qin, Chen (المحرر), Rakic, Marianne (المحرر), Wells, William M. (المحرر)
التنسيق: الكتروني كتاب الكتروني
اللغة:الإنجليزية
منشور في: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
الطبعة:1st ed. 2025.
سلاسل:Lecture Notes in Computer Science, 15167
الموضوعات:
Image processing > Digital techniques.
Computer vision.
Artificial intelligence.
Computers.
Application software.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Computing Milieux.
Computer and Information Systems Applications.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-031-73158-7
الوسوم: إضافة وسم
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الوصف
الملخص:This book constitutes the refereed proceedings of the 6th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, on October 10, 2024. The 20 full papers presented in this book were carefully reviewed and selected from 28 submissions. They are organized in the following topical sections: annotation uncertainty; clinical implementation of uncertainty modelling and risk management in clinical pipelines; out of distribution and domain shift identification and management; uncertainty modelling and estimation.
وصف مادي:XI, 226 p. 67 illus., 61 illus. in color. online resource.
ردمك:9783031731587
تدمد:1611-3349 ;
DOI:10.1007/978-3-031-73158-7

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