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Towards Complementary Explanations Using Deep Neural Networks 利用深度神经网络进行补充解释
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_15
W. Silva, Kelwin Fernandes, M. Cardoso, Jaime S. Cardoso
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引用次数: 31
Regression Concept Vectors for Bidirectional Explanations in Histopathology 组织病理学双向解释的回归概念向量
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_14
Mara Graziani, V. Andrearczyk, H. Müller
{"title":"Regression Concept Vectors for Bidirectional Explanations in Histopathology","authors":"Mara Graziani, V. Andrearczyk, H. Müller","doi":"10.1007/978-3-030-02628-8_14","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_14","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"206 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122959115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 67
Towards Robust CT-Ultrasound Registration Using Deep Learning Methods 利用深度学习方法实现鲁棒ct -超声配准
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_5
Yuanyuan Sun, A. Moelker, W. Niessen, T. Walsum
{"title":"Towards Robust CT-Ultrasound Registration Using Deep Learning Methods","authors":"Yuanyuan Sun, A. Moelker, W. Niessen, T. Walsum","doi":"10.1007/978-3-030-02628-8_5","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_5","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124103754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
How Users Perceive Content-Based Image Retrieval for Identifying Skin Images 用户如何感知基于内容的图像检索识别皮肤图像
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_16
Mahya Sadeghi, Parmit K. Chilana, M. S. Atkins
{"title":"How Users Perceive Content-Based Image Retrieval for Identifying Skin Images","authors":"Mahya Sadeghi, Parmit K. Chilana, M. S. Atkins","doi":"10.1007/978-3-030-02628-8_16","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_16","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123756992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 22
Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from Multi-site Data 从多站点数据中寻找(机器)学习基于fmri的分类器的有效方法
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_4
Roberto Vega, R. Greiner
{"title":"Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from Multi-site Data","authors":"Roberto Vega, R. Greiner","doi":"10.1007/978-3-030-02628-8_4","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_4","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130614930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Evaluation of Strategies for PET Motion Correction - Manifold Learning vs. Deep Learning PET运动校正策略的评估——流形学习与深度学习
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-02628-8_7
J. Clough, D. Balfour, C. Prieto, A. Reader, P. Marsden, A. King
{"title":"Evaluation of Strategies for PET Motion Correction - Manifold Learning vs. Deep Learning","authors":"J. Clough, D. Balfour, C. Prieto, A. Reader, P. Marsden, A. King","doi":"10.1007/978-3-030-02628-8_7","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_7","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122168627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification 可视化卷积神经网络改进皮肤病变分类决策支持
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-09-11 DOI: 10.1007/978-3-030-02628-8_13
Pieter Van Molle, Miguel De Strooper, Tim Verbelen, B. Vankeirsbilck, P. Simoens, B. Dhoedt
{"title":"Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification","authors":"Pieter Van Molle, Miguel De Strooper, Tim Verbelen, B. Vankeirsbilck, P. Simoens, B. Dhoedt","doi":"10.1007/978-3-030-02628-8_13","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_13","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127901187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 45
Alzheimer's Disease Modelling and Staging Through Independent Gaussian Process Analysis of Spatio-Temporal Brain Changes 通过独立高斯过程分析大脑时空变化的阿尔茨海默病建模和分期
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-08-20 DOI: 10.1007/978-3-030-02628-8_1
C. Nader, N. Ayache, P. Robert, Marco Lorenzi
{"title":"Alzheimer's Disease Modelling and Staging Through Independent Gaussian Process Analysis of Spatio-Temporal Brain Changes","authors":"C. Nader, N. Ayache, P. Robert, Marco Lorenzi","doi":"10.1007/978-3-030-02628-8_1","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_1","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130499860","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer's Disease 多通道随机变分推理联合分析阿尔茨海默病异质生物医学数据
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-08-10 DOI: 10.1007/978-3-030-02628-8_2
Luigi Antelmi, N. Ayache, P. Robert, Marco Lorenzi
{"title":"Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer's Disease","authors":"Luigi Antelmi, N. Ayache, P. Robert, Marco Lorenzi","doi":"10.1007/978-3-030-02628-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_2","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"80 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130719831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks 胸部x线图像分类对抗攻击的脆弱性分析
MLCN/DLF/iMIMIC@MICCAI Pub Date : 2018-07-09 DOI: 10.1007/978-3-030-02628-8_10
Saeid Asgari Taghanaki, A. Das, G. Hamarneh
{"title":"Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks","authors":"Saeid Asgari Taghanaki, A. Das, G. Hamarneh","doi":"10.1007/978-3-030-02628-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-02628-8_10","url":null,"abstract":"","PeriodicalId":403092,"journal":{"name":"MLCN/DLF/iMIMIC@MICCAI","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125427200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 46
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