Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support: Second International Worksh
暫譯: 醫療影像計算與多模態學習中機器智慧的可解釋性:第二屆國際研討會
Suzuki, Kenji, Reyes, Mauricio, Syeda-Mahmood, Tanveer
- 出版商: Springer
- 出版日期: 2019-10-26
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 93
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030338495
- ISBN-13: 9783030338497
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商品描述
This book constitutes the refereed joint proceedings of the Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2019, and the 9th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019, in Shenzhen, China, in October 2019.
The 7 full papers presented at iMIMIC 2019 and the 3 full papers presented at ML-CDS 2019 were carefully reviewed and selected from 10 submissions to iMIMIC and numerous submissions to ML-CDS. The iMIMIC papers focus on introducing the challenges and opportunities related to the topic of interpretability of machine learning systems in the context of medical imaging and computer assisted intervention. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning.
商品描述(中文翻譯)
本書是第二屆國際醫學影像計算中機器智慧可解釋性研討會(iMIMIC 2019)和第九屆臨床決策支持多模態學習國際研討會(ML-CDS 2019)的經過審稿的聯合會議論文集,於2019年10月在中國深圳舉行,與第22屆醫學影像與計算機輔助介入國際會議(MICCAI 2019)同時舉辦。
在iMIMIC 2019上發表的7篇完整論文和在ML-CDS 2019上發表的3篇完整論文,都是從提交給iMIMIC的10篇論文和提交給ML-CDS的眾多論文中仔細審核和選出的。iMIMIC的論文專注於介紹與醫學影像和計算機輔助介入中機器學習系統可解釋性相關的挑戰和機會。ML-CDS的論文則討論了針對臨床決策支持和治療規劃的多模態數據集上的機器學習。