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Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction最新文献

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Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity Information STAPLE中MAP参数的最优估计——性能参数与图像相似度信息的学习
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2014-09-14 DOI: 10.1007/978-3-319-10581-9_22
S. Gorthi, Alireza Akhondi Asl, J. Thiran, S. Warfield
{"title":"Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity Information","authors":"S. Gorthi, Alireza Akhondi Asl, J. Thiran, S. Warfield","doi":"10.1007/978-3-319-10581-9_22","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_22","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"20 1","pages":"174-181"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82131234","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
Feature Selection Based on SVM Significance Maps for Classification of Dementia 基于SVM显著性图的痴呆分类特征选择
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2014-09-14 DOI: 10.1007/978-3-319-10581-9_34
E. Bron, M. Smits, J. Swieten, W. Niessen, S. Klein
{"title":"Feature Selection Based on SVM Significance Maps for Classification of Dementia","authors":"E. Bron, M. Smits, J. Swieten, W. Niessen, S. Klein","doi":"10.1007/978-3-319-10581-9_34","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_34","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"41 1","pages":"272-279"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91325936","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: 24
Graph-Based Label Propagation in Fetal Brain MR Images 胎儿脑MR图像中基于图的标签传播
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2014-09-14 DOI: 10.1007/978-3-319-10581-9_2
Lisa M. Koch, R. Wright, D. Vatansever, V. Kyriakopoulou, C. Malamateniou, P. Patkee, M. Rutherford, J. Hajnal, P. Aljabar, D. Rueckert
{"title":"Graph-Based Label Propagation in Fetal Brain MR Images","authors":"Lisa M. Koch, R. Wright, D. Vatansever, V. Kyriakopoulou, C. Malamateniou, P. Patkee, M. Rutherford, J. Hajnal, P. Aljabar, D. Rueckert","doi":"10.1007/978-3-319-10581-9_2","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_2","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"32 1","pages":"9-16"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90875955","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: 10
A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation 三维胎儿超声平面定位的约束回归森林解决方案用于脑发育和成熟的纵向分析
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2014-09-14 DOI: 10.1007/978-3-319-10581-9_14
Mohammad Yaqub, A. Kopuri, S. Rueda, P. Sullivan, K. McCormick, J. Noble
{"title":"A Constrained Regression Forests Solution to 3D Fetal Ultrasound Plane Localization for Longitudinal Analysis of Brain Growth and Maturation","authors":"Mohammad Yaqub, A. Kopuri, S. Rueda, P. Sullivan, K. McCormick, J. Noble","doi":"10.1007/978-3-319-10581-9_14","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_14","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"20 1","pages":"109-116"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85944148","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: 11
Fully Automatic Detection of the Carotid Artery from Volumetric Ultrasound Images Using Anatomical Position-Dependent LBP Features 利用解剖位置相关的LBP特征从体积超声图像中全自动检测颈动脉
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_6
Fumi Kawai, Keisuke Hayata, J. Ohmiya, S. Kondo, K. Ishikawa, Masahiro Yamamoto
{"title":"Fully Automatic Detection of the Carotid Artery from Volumetric Ultrasound Images Using Anatomical Position-Dependent LBP Features","authors":"Fumi Kawai, Keisuke Hayata, J. Ohmiya, S. Kondo, K. Ishikawa, Masahiro Yamamoto","doi":"10.1007/978-3-319-02267-3_6","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_6","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"379 1","pages":"41-48"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74241751","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
Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation 基于全局几何特征的自上下文增强脊髓分割
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_27
J. Kawahara, C. McIntosh, R. Tam, G. Hamarneh
{"title":"Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation","authors":"J. Kawahara, C. McIntosh, R. Tam, G. Hamarneh","doi":"10.1007/978-3-319-02267-3_27","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_27","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"45 1","pages":"211-218"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74638183","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: 10
Disentanglement of Session and Plasticity Effects in Longitudinal fMRI Studies 纵向功能磁共振成像研究中的会话解缠和可塑性效应
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_20
V. Iacovella, P. Avesani, G. Miceli
{"title":"Disentanglement of Session and Plasticity Effects in Longitudinal fMRI Studies","authors":"V. Iacovella, P. Avesani, G. Miceli","doi":"10.1007/978-3-319-02267-3_20","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_20","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"16 1","pages":"155-162"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82654648","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: 0
Metric Space Structures for Computational Anatomy 用于计算解剖的度量空间结构
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_16
Jianqiao Feng, Xiaoying Tang, M. Tang, C. Priebe, M. Miller
{"title":"Metric Space Structures for Computational Anatomy","authors":"Jianqiao Feng, Xiaoying Tang, M. Tang, C. Priebe, M. Miller","doi":"10.1007/978-3-319-02267-3_16","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_16","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"66 1","pages":"123-130"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90741515","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: 6
On Feature Relevance in Image-Based Prediction Models: An Empirical Study 基于图像的特征相关性预测模型的实证研究
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_22
E. Konukoglu, M. Ganz, K. V. Leemput, M. Sabuncu
{"title":"On Feature Relevance in Image-Based Prediction Models: An Empirical Study","authors":"E. Konukoglu, M. Ganz, K. V. Leemput, M. Sabuncu","doi":"10.1007/978-3-319-02267-3_22","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_22","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"37 1","pages":"171-178"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89114569","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
Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images 基于多任务稀疏分类器的纵向MR图像MCI向AD转化诊断
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2013-09-22 DOI: 10.1007/978-3-319-02267-3_31
Manhua Liu, Heung-Il Suk, D. Shen
{"title":"Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images","authors":"Manhua Liu, Heung-Il Suk, D. Shen","doi":"10.1007/978-3-319-02267-3_31","DOIUrl":"https://doi.org/10.1007/978-3-319-02267-3_31","url":null,"abstract":"","PeriodicalId":90643,"journal":{"name":"Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction","volume":"82 1","pages":"243-250"},"PeriodicalIF":0.0,"publicationDate":"2013-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89018444","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: 8
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