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机器学习在临床神经影像学中的应用:第六届国际工作坊,MLCN 2023,在MICCAI 2023同期举行

English | 2023 | ISBN-10: 303144857X | 184 pages | PDF (True) | 23 MB

This book constitutes the refereed proceedings of the 6th International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2023, held in Conjunction with MICCAI 2023 in Vancouver, Canada, in October 2023. The book includes 16 papers which were carefully reviewed and selected from 28 full-length submissions. The 6th International Workshop on Machine Learning in Clinical Neuroimaging (MLCN 2023) aims to bring together the top researchers in both machine learning and clinical neuroscience as well as tech-savvy clinicians to address two main challenges: 1) development of methodological approaches for analyzing complex and heterogeneous neuroimaging data (machine learning track); and 2) filling the translational gap in applying existing machine learning methods in clinical practices (clinical neuroimaging track).

The papers are categorzied into topical sub-headings on Machine Learning and Clinical Applications.


这本书包含了第6届临床神经影像学机器学习国际工作坊(MLCN 2023)的会议论文集,该工作坊与MICCAI 2023于2023年10月在加拿大温哥华举行。 书中包括了16篇经过仔细审查并选中的完整提交稿件,这16篇文章是从28篇全文提交中选出的。 第6届临床神经影像学机器学习国际工作坊(MLCN 2023)旨在将机器学习领域的顶尖研究者以及熟悉技术的临床专家聚集一堂,以解决两大主要挑战:一是开发分析复杂且异质性神经成像数据的方法论方法(机器学习轨道);二是填补现有的机器学习方法在临床实践中的应用鸿沟(临床神经影像学轨道)。 论文按照“机器学习与临床应用”这一主题标题进行分类。
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