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International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support

召开年：2019
召开地：Shenzhen(CN)
出版时间：-

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1.Deep Learning Based Multi-modal Registration for Retinal Imaging

机译：基于深度学习的视网膜成像多模式配准
- 作者：Mustafa Arikan;Amir Sadeghipour;Bianca Gerendas;Reinhard Told;Ursula Schmidt-Erfurt
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
2.Automated Enriched Medical Concept Generation for Chest X-ray Images

机译：胸部X射线图像的自动丰富医学概念生成
- 作者：Aydan Gasimova
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- NLP;
- Medical imaging;
- Deep learning;
3.Preface ML-CDS 2019

机译：前言ML-CDS 2019
- 作者：Tanveer Syeda-Mahmood;Yaniv Gur;Hayit Greenspan;Anant Madabhushi
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
4.Preface iMIMIC 2019

机译：前言iMIMIC 2019
- 作者：Mauricio Reyes;Ender Konukoglu;Ben Glocker;Roland Wiest
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
5.Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer's Disease Classification

机译：在基于MRI的阿尔茨海默氏病分类中测试卷积神经网络归因方法的鲁棒性
- 作者：Fabian Eitel;Kerstin Ritter
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Machine learning;
- Convolutional neural networks;
- MRI;
- Explainability;
- Robustness;
- Attribution methods;
- Alzheimer's disease;
6.UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics

机译：UBS：适用于放射线学的概念向量可解释性的尺寸不可知度量
- 作者：Hugo Yeche;Justin Harrison;Tess Berthier
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Radiomics;
- Concept vector;
- Dimensionality;
- Interpretability;
7.Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis

机译：使用可视化词约束模型的可解释计算机辅助诊断生成多模态证明
- 作者：Hyebin Lee;Seong Tae Kim;Yong Man Ro
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Explainable deep learning;
- Textual justification;
- Visual explanation;
- Multimodal deep learning;
8.Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection

机译：将特定于任务的结构知识整合到CNN中以进行大脑中线移位检测
- 作者：Maxim Pisov;Mikhail Goncharov;Nadezhda Kurochkina;Sergey Morozov;Victor Gombolevsky;Valeria Chernina;Anton Vladzymyrskyy;Ksenia Zamyatina;Anna Cheskova;Igor Pronin;Michael Shifrin;Mikhail Belyaev
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Neural networks;
- Midline shift;
- Interpretability;
- Confidence;
9.Guideline-Based Additive Explanation for Computer-Aided Diagnosis of Lung Nodules

机译：计算机辅助诊断肺结节的基于指南的加性解释
- 作者：Peifei Zhu;Masahiro Ogino
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
10.Deep Neural Network or Dermatologist?

机译：深层神经网络还是皮肤科医生？
- 作者：Kyle Young;Gareth Booth;Becks Simpson;Reuben Dutton;Sally Shrapnel
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Deep learning;
- Explainability;
- Melanoma;
11.Towards Interpretability of Segmentation Networks by Analyzing DeepDreams

机译：通过分析DeepDreams实现细分网络的可解释性
- 作者：Vincent Couteaux;Olivier Nempont;Guillaume Pizaine;Isabelle Bloch
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年
- Interpretability;
- Deep Learning;
- DeepDream;
- Segmentation;
- Liver CT images;
12.Towards Automatic Diagnosis from Multi-modal Medical Data

机译：基于多模式医学数据的自动诊断
- 作者：Jiang Tian;Cheng Zhong;Zhongchao Shi;Feiyu Xu
- 会议名称：《International Conference on Medical Image Computing and Computer-Assisted Intervention;International workshop on interpretability of machine intelligence in medical image computing;International workshop on multimodal learning for clinical decision support》 | 2019年