Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th ... (Lecture Notes in Computer Science)
- 出版商: Springer
- 出版日期: 2017-09-09
- 售價: $2,940
- 貴賓價: 9.5 折 $2,793
- 語言: 英文
- 頁數: 408
- 裝訂: Paperback
- ISBN: 3319675575
- ISBN-13: 9783319675572
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相關分類:
DeepLearning、Computer-Science
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商品描述
This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Québec City, QC, Canada, in September 2017.
The 38 full papers presented at DLMIA 2017 and the 5 full papers presented at ML-CDS 2017 were carefully reviewed and selected. The DLMIA papers focus on the design and use of deep learning methods in medical imaging. The ML-CDS papers discuss new techniques of multimodal mining/retrieval and their use in clinical decision support.
商品描述(中文翻譯)
本書是第三屆國際醫學影像分析深度學習研討會(DLMIA 2017)和第六屆臨床決策支援多模態學習研討會(ML-CDS 2017)的聯合會議論文集,該會議與第20屆醫學影像和計算機輔助干預國際會議(MICCAI 2017)同期於加拿大魁北克市舉行,時間為2017年9月。
DLMIA 2017共有38篇全文論文,ML-CDS 2017共有5篇全文論文,這些論文經過仔細審查和選擇。DLMIA論文集中討論了在醫學影像中設計和使用深度學習方法的相關議題。ML-CDS論文集則討論了多模態挖掘/檢索的新技術及其在臨床決策支援中的應用。