Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

Hayit Greenspan والمزيد
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وصف الناشر

This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

For UNSURE 2019, 8 papers from 15 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world.

CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data. 

النوع
كمبيوتر وإنترنت
تاريخ النشر
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١٠ أكتوبر
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Springer International Publishing
البائع
Springer Nature B.V.
الحجم
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‫م.ب.‬
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections Deep Generative Models, and Data Augmentation, Labelling, and Imperfections
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Computer Analysis of Images and Patterns Computer Analysis of Images and Patterns
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Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis
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Cancer Prevention Through Early Detection Cancer Prevention Through Early Detection
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Biomedical Image Registration Biomedical Image Registration
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Image Analysis Image Analysis
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
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