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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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Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels 基于随机森林和超体素的动态增强CT扫描半自动肝脏肿瘤分割
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_26
Pierre-Henri Conze, F. Rousseau, V. Noblet, F. Heitz, R. Memeo, P. Pessaux
{"title":"Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels","authors":"Pierre-Henri Conze, F. Rousseau, V. Noblet, F. Heitz, R. Memeo, P. Pessaux","doi":"10.1007/978-3-319-24888-2_26","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_26","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":"49 1","pages":"212-219"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85748191","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 New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation 一种新的宫颈发育不良分类评价的图像数据集和基准
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_4
Tao Xu, Cheng Xin, L. R. Long, Sameer Kiran Antani, Z. Xue, Edward Kim, Xiaolei Huang
{"title":"A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation","authors":"Tao Xu, Cheng Xin, L. R. Long, Sameer Kiran Antani, Z. Xue, Edward Kim, Xiaolei Huang","doi":"10.1007/978-3-319-24888-2_4","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_4","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":"51 1","pages":"26-35"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86824924","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
Flexible and Latent Structured Output Learning - Application to Histology 灵活和潜在的结构化输出学习-在组织学中的应用
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_27
G. Carneiro, Tingying Peng, C. Bayer, Nassir Navab
{"title":"Flexible and Latent Structured Output Learning - Application to Histology","authors":"G. Carneiro, Tingying Peng, C. Bayer, Nassir Navab","doi":"10.1007/978-3-319-24888-2_27","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_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":"21 1-2 1","pages":"220-228"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79647759","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
Multimodal Multi-label Transfer Learning for Early Diagnosis of Alzheimer's Disease 多模式多标签迁移学习在阿尔茨海默病早期诊断中的应用
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_29
Bo Cheng, Mingxia Liu, Daoqiang Zhang
{"title":"Multimodal Multi-label Transfer Learning for Early Diagnosis of Alzheimer's Disease","authors":"Bo Cheng, Mingxia Liu, Daoqiang Zhang","doi":"10.1007/978-3-319-24888-2_29","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_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":"22 1","pages":"238-245"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83704261","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-atlas Context Forests for Knee MR Image Segmentation 基于多图谱上下文森林的膝关节MR图像分割
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_23
Qin Liu, Qian Wang, Lichi Zhang, Yaozong Gao, D. Shen
{"title":"Multi-atlas Context Forests for Knee MR Image Segmentation","authors":"Qin Liu, Qian Wang, Lichi Zhang, Yaozong Gao, D. Shen","doi":"10.1007/978-3-319-24888-2_23","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_23","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":"67 1","pages":"186-193"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84716869","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
Automatic Detection of Good/Bad Colonies of iPS Cells Using Local Features 利用局部特征自动检测iPS细胞的好坏菌落
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_19
Atsuki Masuda, B. Raytchev, Takio Kurita, T. Imamura, Masashi Suzuki, Toru Tamaki, K. Kaneda
{"title":"Automatic Detection of Good/Bad Colonies of iPS Cells Using Local Features","authors":"Atsuki Masuda, B. Raytchev, Takio Kurita, T. Imamura, Masashi Suzuki, Toru Tamaki, K. Kaneda","doi":"10.1007/978-3-319-24888-2_19","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_19","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":"153-160"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89326250","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
Identifying Abnormal Network Alterations Common to Traumatic Brain Injury and Alzheimer's Disease Patients Using Functional Connectome Data 利用功能连接组数据识别创伤性脑损伤和阿尔茨海默病患者常见的异常网络改变
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_28
D. Vanderweyen, B. Munsell, J. Mintzer, O. Mintzer, A. Gajadhar, Xun Zhu, Guorong Wu, J. Joseph
{"title":"Identifying Abnormal Network Alterations Common to Traumatic Brain Injury and Alzheimer's Disease Patients Using Functional Connectome Data","authors":"D. Vanderweyen, B. Munsell, J. Mintzer, O. Mintzer, A. Gajadhar, Xun Zhu, Guorong Wu, J. Joseph","doi":"10.1007/978-3-319-24888-2_28","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_28","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":"1918 1","pages":"229-237"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87725706","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
Ensemble Prostate Tumor Classification in H&E Whole Slide Imaging via Stain Normalization and Cell Density Estimation 通过染色归一化和细胞密度估计在H&E全片成像中的前列腺肿瘤分类
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_34
M. Weingant, H. Reynolds, A. Haworth, C. Mitchell, S. Williams, M. Difranco
{"title":"Ensemble Prostate Tumor Classification in H&E Whole Slide Imaging via Stain Normalization and Cell Density Estimation","authors":"M. Weingant, H. Reynolds, A. Haworth, C. Mitchell, S. Williams, M. Difranco","doi":"10.1007/978-3-319-24888-2_34","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_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":"30 1","pages":"280-287"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77609911","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: 7
Soft-Split Sparse Regression Based Random Forest for Predicting Future Clinical Scores of Alzheimer's Disease 基于软分裂稀疏回归的随机森林预测阿尔茨海默病的未来临床评分
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_30
Lei Huang, Yaozong Gao, Yan Jin, Kim-Han Thung, D. Shen
{"title":"Soft-Split Sparse Regression Based Random Forest for Predicting Future Clinical Scores of Alzheimer's Disease","authors":"Lei Huang, Yaozong Gao, Yan Jin, Kim-Han Thung, D. Shen","doi":"10.1007/978-3-319-24888-2_30","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_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":"28 1","pages":"246-254"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83292199","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
Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images 基于熵采样的增强卷积滤波器用于眼底杯状和盘状图像分割
Machine learning for multimodal interaction : ... international workshop, MLMI ... : revised selected papers. Workshop on Machine Learning for Multimodal Interaction Pub Date : 2015-10-05 DOI: 10.1007/978-3-319-24888-2_17
J. Zilly, J. Buhmann, D. Mahapatra
{"title":"Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images","authors":"J. Zilly, J. Buhmann, D. Mahapatra","doi":"10.1007/978-3-319-24888-2_17","DOIUrl":"https://doi.org/10.1007/978-3-319-24888-2_17","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":"1 1","pages":"136-143"},"PeriodicalIF":0.0,"publicationDate":"2015-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80460357","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: 79
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