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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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Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data 多参数影像数据计算机辅助诊断中缺失参数的解决方法
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_36
H. Ashab, P. Kozlowski, L. Goldenberg, Mehdi Moradi
{"title":"Solutions for Missing Parameters in Computer-Aided Diagnosis with Multiparametric Imaging Data","authors":"H. Ashab, P. Kozlowski, L. Goldenberg, Mehdi Moradi","doi":"10.1007/978-3-319-10581-9_36","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_36","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":"38 1","pages":"289-296"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74151908","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
Robust Deep Learning for Improved Classification of AD/MCI Patients 鲁棒深度学习改进AD/MCI患者分类
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_30
Feng Li, L. Tran, Kim-Han Thung, Shuiwang Ji, D. Shen, Jiang Li
{"title":"Robust Deep Learning for Improved Classification of AD/MCI Patients","authors":"Feng Li, L. Tran, Kim-Han Thung, Shuiwang Ji, D. Shen, Jiang Li","doi":"10.1007/978-3-319-10581-9_30","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_30","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":"29 1","pages":"240-247"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79002145","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: 44
Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease Classification 稀疏判别特征选择用于多类阿尔茨海默病分类
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_20
Xiaofeng Zhu, Heung-Il Suk, D. Shen
{"title":"Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease Classification","authors":"Xiaofeng Zhu, Heung-Il Suk, D. Shen","doi":"10.1007/978-3-319-10581-9_20","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_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":"21 1","pages":"157-164"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84185458","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: 20
Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images 上下文感知解剖地标检测:应用于前列腺CT图像的可变形模型初始化
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_21
Yaozong Gao, D. Shen
{"title":"Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images","authors":"Yaozong Gao, D. Shen","doi":"10.1007/978-3-319-10581-9_21","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_21","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":"26 1","pages":"165-173"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84541631","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: 29
Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease 解剖约束弱分类器融合在阿尔茨海默病早期检测中的应用
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_18
Mawulawoé Komlagan, T. Thong, Xingyu Pan, J. Domenger, D. Collins, P. Coupé
{"title":"Anatomically Constrained Weak Classifier Fusion for Early Detection of Alzheimer's Disease","authors":"Mawulawoé Komlagan, T. Thong, Xingyu Pan, J. Domenger, D. Collins, P. Coupé","doi":"10.1007/978-3-319-10581-9_18","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_18","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":"15 1","pages":"141-148"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78791082","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
Prediction of Standard-Dose PET Image by Low-Dose PET and MRI Images 用低剂量PET和MRI图像预测标准剂量PET图像
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_35
Jiayin Kang, Yaozong Gao, Yao Wu, Guangkai Ma, F. Shi, Weili Lin, D. Shen
{"title":"Prediction of Standard-Dose PET Image by Low-Dose PET and MRI Images","authors":"Jiayin Kang, Yaozong Gao, Yao Wu, Guangkai Ma, F. Shi, Weili Lin, D. Shen","doi":"10.1007/978-3-319-10581-9_35","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_35","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":"118 1","pages":"280-288"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87657224","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
Manifold Alignment and Transfer Learning for Classification of Alzheimer's Disease 阿尔茨海默病分类的流形对齐与迁移学习
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_10
Ricardo Guerrero, C. Ledig, D. Rueckert
{"title":"Manifold Alignment and Transfer Learning for Classification of Alzheimer's Disease","authors":"Ricardo Guerrero, C. Ledig, D. Rueckert","doi":"10.1007/978-3-319-10581-9_10","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_10","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":"4 1","pages":"77-84"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88309214","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: 40
Topological Descriptors of Histology Images 组织学图像的拓扑描述符
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_29
Nikhil Singh, Heather D. Couture, J. Marron, C. Perou, M. Niethammer
{"title":"Topological Descriptors of Histology Images","authors":"Nikhil Singh, Heather D. Couture, J. Marron, C. Perou, M. Niethammer","doi":"10.1007/978-3-319-10581-9_29","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_29","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":"21 1","pages":"231-239"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87281229","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: 28
In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context Model 基于随机森林和自上下文模型的体内MRI前列腺癌识别
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_39
Chunjun Qian, Li Wang, Ambereen Yousuf, A. Oto, D. Shen
{"title":"In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context Model","authors":"Chunjun Qian, Li Wang, Ambereen Yousuf, A. Oto, D. Shen","doi":"10.1007/978-3-319-10581-9_39","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_39","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":"314-322"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84802627","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
Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer 胎儿腹部标准平面定位的知识迁移表征学习
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_16
Hao Chen, Dong Ni, Xin Yang, Shengli Li, P. Heng
{"title":"Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer","authors":"Hao Chen, Dong Ni, Xin Yang, Shengli Li, P. Heng","doi":"10.1007/978-3-319-10581-9_16","DOIUrl":"https://doi.org/10.1007/978-3-319-10581-9_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":"32 1","pages":"125-132"},"PeriodicalIF":0.0,"publicationDate":"2014-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73196299","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: 15
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