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Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models 基于配准的预测模型的差分度量学习和模板优化
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_17
Ayagoz Mussabayeva, M. Pisov, Anvar Kurmukov, Alexey Kroshnin, Yu. L. Denisova, Li Shen, S. Cong, Lei Wang, B. Gutman
{"title":"Diffeomorphic Metric Learning and Template Optimization for Registration-Based Predictive Models","authors":"Ayagoz Mussabayeva, M. Pisov, Anvar Kurmukov, Alexey Kroshnin, Yu. L. Denisova, Li Shen, S. Cong, Lei Wang, B. Gutman","doi":"10.1007/978-3-030-33226-6_17","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_17","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123682477","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
Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural Network 利用3D CNN和图神经网络通过fMRI分析学习人类认知
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_11
Xiuyan Ni, Tian Gao, Tingting Wu, Jin Fan, Chao Chen
{"title":"Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural Network","authors":"Xiuyan Ni, Tian Gao, Tingting Wu, Jin Fan, Chao Chen","doi":"10.1007/978-3-030-33226-6_11","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_11","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123979252","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
Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains 自闭症谱系脑皮层异常3-铰链折叠模式的鉴定
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_7
Ying Huang, Zhibin He, Tianming Liu, Lei Guo, Tuo Zhang
{"title":"Identification of Abnormal Cortical 3-Hinge Folding Patterns on Autism Spectral Brains","authors":"Ying Huang, Zhibin He, Tianming Liu, Lei Guo, Tuo Zhang","doi":"10.1007/978-3-030-33226-6_7","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_7","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126289183","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
Multimodal Brain Tumor Segmentation Using Encoder-Decoder with Hierarchical Separable Convolution 基于层次可分卷积的编码器-解码器多模态脑肿瘤分割
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_15
Zhongdao Jia, Zhimin Yuan, Jialin Peng
{"title":"Multimodal Brain Tumor Segmentation Using Encoder-Decoder with Hierarchical Separable Convolution","authors":"Zhongdao Jia, Zhimin Yuan, Jialin Peng","doi":"10.1007/978-3-030-33226-6_15","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_15","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122041397","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
An Edge Enhanced SRGAN for MRI Super Resolution in Slice-Selection Direction 边缘增强SRGAN在MRI超分辨率切片选择方向上的应用
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_2
Jia Liu, Fang Chen, Xianyu Wang, H. Liao
{"title":"An Edge Enhanced SRGAN for MRI Super Resolution in Slice-Selection Direction","authors":"Jia Liu, Fang Chen, Xianyu Wang, H. Liao","doi":"10.1007/978-3-030-33226-6_2","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_2","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125679415","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: 13
3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm 使用一种新的鲁棒可变形配准算法对具有异常的连续组织学切片进行三维映射
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_18
D. Tward, Xu Li, Bingxing Huo, Brian C. Lee, P. Mitra, M. Miller
{"title":"3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm","authors":"D. Tward, Xu Li, Bingxing Huo, Brian C. Lee, P. Mitra, M. Miller","doi":"10.1007/978-3-030-33226-6_18","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_18","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132690600","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
Exploring Functional Connectivity Biomarker in Autism Using Group-Wise Sparse Representation 使用群体稀疏表示探索自闭症的功能连接生物标志物
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_3
Yudan Ren, Shuai Wang
{"title":"Exploring Functional Connectivity Biomarker in Autism Using Group-Wise Sparse Representation","authors":"Yudan Ren, Shuai Wang","doi":"10.1007/978-3-030-33226-6_3","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_3","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133670132","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
3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data 基于三维卷积长短期记忆网络的fMRI数据时空建模
MBIA/MFCA@MICCAI
Pub Date : 2019-10-17 DOI: 10.1007/978-3-030-33226-6_9
Wei Suo, Xintao Hu, Bowei Yan, Mengyang Sun, Lei Guo, Junwei Han, Tianming Liu
{"title":"3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data","authors":"Wei Suo, Xintao Hu, Bowei Yan, Mengyang Sun, Lei Guo, Junwei Han, Tianming Liu","doi":"10.1007/978-3-030-33226-6_9","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_9","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116738040","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
Mixture Probabilistic Principal Geodesic Analysis 混合概率主测地线分析
MBIA/MFCA@MICCAI
Pub Date : 2019-09-03 DOI: 10.1007/978-3-030-33226-6_21
Youshan Zhang, Jiarui Xing, Miaomiao Zhang
{"title":"Mixture Probabilistic Principal Geodesic Analysis","authors":"Youshan Zhang, Jiarui Xing, Miaomiao Zhang","doi":"10.1007/978-3-030-33226-6_21","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_21","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124111618","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
CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation 基于损失加权采样的级联U-Net脑肿瘤分割
MBIA/MFCA@MICCAI
Pub Date : 2019-07-17 DOI: 10.1007/978-3-030-33226-6_12
Hongying Liu, Xiongjie Shen, Fanhua Shang, Fei Wang
{"title":"CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation","authors":"Hongying Liu, Xiongjie Shen, Fanhua Shang, Fei Wang","doi":"10.1007/978-3-030-33226-6_12","DOIUrl":"https://doi.org/10.1007/978-3-030-33226-6_12","url":null,"abstract":"","PeriodicalId":395251,"journal":{"name":"MBIA/MFCA@MICCAI","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125740438","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: 37
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