Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology

Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology

Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings

Seyed Mostafa Kia والمزيد
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وصف الناشر

This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and the Second International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020.*
For MLCN 2020, 18 papers out of 28 submissions were accepted for publication. The accepted papers present novel contributions in both developing new machine learning methods and applications of existing methods to solve challenging problems in clinical neuroimaging.

For RNO-AI 2020, all 8 submissions were accepted for publication. They focus on addressing the problems of applying machine learning to large and multi-site clinical neuroimaging datasets. The workshop aimed to bring together experts in both machine learning and clinical neuroimaging to discuss and hopefully bridge the existing challenges of applied machine learning in clinical neuroscience.

*The workshops were held virtually due to the COVID-19 pandemic.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٣٠ ديسمبر
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.‬
Machine Learning in Clinical Neuroimaging Machine Learning in Clinical Neuroimaging
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Multimodal Learning for Clinical Decision Support Multimodal Learning for Clinical Decision Support
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PRedictive Intelligence in MEdicine PRedictive Intelligence in MEdicine
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Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
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Machine Learning in Clinical Neuroimaging Machine Learning in Clinical Neuroimaging
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Understanding and Interpreting Machine Learning in Medical Image Computing Applications Understanding and Interpreting Machine Learning in Medical Image Computing Applications
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