MLCN@MICCAI最新文献

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Accurate Hippocampus Segmentation Based on Self-supervised Learning with Fewer Labeled Data 基于标记数据少的自监督学习的海马体精确分割
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_5
Kassymzhomart Kunanbayev, D. Jang, Woojin Jeong, Nahyun Kim, Dae-Shik Kim
{"title":"Accurate Hippocampus Segmentation Based on Self-supervised Learning with Fewer Labeled Data","authors":"Kassymzhomart Kunanbayev, D. Jang, Woojin Jeong, Nahyun Kim, Dae-Shik Kim","doi":"10.1007/978-3-031-17899-3_5","DOIUrl":"https://doi.org/10.1007/978-3-031-17899-3_5","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131298282","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
Towards Self-explainable Classifiers and Regressors in Neuroimaging with Normalizing Flows 归一化流神经成像中自我解释分类器和回归器的研究
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_3
M. Wilms, Pauline Mouches, Jordan J. Bannister, Deepthi Rajashekar, S. Langner, N. Forkert
{"title":"Towards Self-explainable Classifiers and Regressors in Neuroimaging with Normalizing Flows","authors":"M. Wilms, Pauline Mouches, Jordan J. Bannister, Deepthi Rajashekar, S. Langner, N. Forkert","doi":"10.1007/978-3-030-87586-2_3","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_3","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132765170","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
Unfolding the Medial Temporal Lobe Cortex to Characterize Neurodegeneration Due to Alzheimer's Disease Pathology Using Ex vivo Imaging 利用离体成像展开内侧颞叶皮层表征阿尔茨海默病病理引起的神经退行性变
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_1
S. Ravikumar, L. Wisse, Sydney A. Lim, D. Irwin, R. Ittyerah, L. Xie, Sandhitsu R. Das, Eddie B. Lee, M. Tisdall, K. Prabhakaran, J. Detre, G. Mizsei, J. Trojanowski, John L. Robinson, T. Schuck, M. Grossman, E. Artacho-Pérula, Maria Mercedes Iniguez de Onzono Martin, María del Mar Arroyo Jiménez, M. M. López, Francisco Javier Molina Romero, M. Rabal, Sandra Cebada Sanchez, José Carlos Delgado González, Carlos de la Rosa Prieto, Marta Córcoles Parada, D. Wolk, R. Insausti, Paul Yushkevich
{"title":"Unfolding the Medial Temporal Lobe Cortex to Characterize Neurodegeneration Due to Alzheimer's Disease Pathology Using Ex vivo Imaging","authors":"S. Ravikumar, L. Wisse, Sydney A. Lim, D. Irwin, R. Ittyerah, L. Xie, Sandhitsu R. Das, Eddie B. Lee, M. Tisdall, K. Prabhakaran, J. Detre, G. Mizsei, J. Trojanowski, John L. Robinson, T. Schuck, M. Grossman, E. Artacho-Pérula, Maria Mercedes Iniguez de Onzono Martin, María del Mar Arroyo Jiménez, M. M. López, Francisco Javier Molina Romero, M. Rabal, Sandra Cebada Sanchez, José Carlos Delgado González, Carlos de la Rosa Prieto, Marta Córcoles Parada, D. Wolk, R. Insausti, Paul Yushkevich","doi":"10.1007/978-3-030-87586-2_1","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_1","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133062948","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: 2
Weakly Supervised Intracranial Hemorrhage Segmentation Using Hierarchical Combination of Attention Maps from a Swin Transformer 基于Swin变压器注意图分层组合的弱监督颅内出血分割
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_7
Amir Rasoulian, Soorena Salari, Yiming Xiao
{"title":"Weakly Supervised Intracranial Hemorrhage Segmentation Using Hierarchical Combination of Attention Maps from a Swin Transformer","authors":"Amir Rasoulian, Soorena Salari, Yiming Xiao","doi":"10.1007/978-3-031-17899-3_7","DOIUrl":"https://doi.org/10.1007/978-3-031-17899-3_7","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116381383","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: 4
Lifestyle Factors That Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia 生活方式因素促进痴呆遗传风险个体的大脑结构弹性
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-17899-3_11
E. Haddad, Shayan Javid, N. Dhinagar, A. Zhu, Pradeep Lam, Iyad Ba Gari, Arpana Gupta, P. Thompson, T. Nir, N. Jahanshad
{"title":"Lifestyle Factors That Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia","authors":"E. Haddad, Shayan Javid, N. Dhinagar, A. Zhu, Pradeep Lam, Iyad Ba Gari, Arpana Gupta, P. Thompson, T. Nir, N. Jahanshad","doi":"10.1007/978-3-031-17899-3_11","DOIUrl":"https://doi.org/10.1007/978-3-031-17899-3_11","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130793689","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
Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance 基于全局和局部空间引导的稳健脑积水脑分割
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_10
Yuanfang Qiao, Haoyi Tao, Jiayu Huo, W. Shen, Qian Wang, Lichi Zhang
{"title":"Robust Hydrocephalus Brain Segmentation via Globally and Locally Spatial Guidance","authors":"Yuanfang Qiao, Haoyi Tao, Jiayu Huo, W. Shen, Qian Wang, Lichi Zhang","doi":"10.1007/978-3-030-87586-2_10","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_10","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128188530","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
H3K27M Mutations Prediction for Brainstem Gliomas Based on Diffusion Radiomics Learning 基于扩散放射组学学习的脑干胶质瘤H3K27M突变预测
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_16
Ne Yang, Xiong Xiao, Xianyu Wang, Guocan Gu, Liwei Zhang, Hongen Liao
{"title":"H3K27M Mutations Prediction for Brainstem Gliomas Based on Diffusion Radiomics Learning","authors":"Ne Yang, Xiong Xiao, Xianyu Wang, Guocan Gu, Liwei Zhang, Hongen Liao","doi":"10.1007/978-3-030-87586-2_16","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_16","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123399489","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
Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data 任务fMRI数据中任务相关和空间连贯字典的约束学习
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_17
Sreekrishna Ramakrishnapillai, H. R. Lieberman, J. Rood, S. Pasiakos, Kori Murray, P. Shankapal, Owen Carmichael
{"title":"Constrained Learning of Task-Related and Spatially-Coherent Dictionaries from Task fMRI Data","authors":"Sreekrishna Ramakrishnapillai, H. R. Lieberman, J. Rood, S. Pasiakos, Kori Murray, P. Shankapal, Owen Carmichael","doi":"10.1007/978-3-030-87586-2_17","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_17","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"114 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128182552","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
Multi-modal Brain Segmentation Using Hyper-Fused Convolutional Neural Network 基于超融合卷积神经网络的多模态脑分割
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_9
Wenting Duan, Lei Zhang, Jordan Colman, G. Gulli, Xujiong Ye
{"title":"Multi-modal Brain Segmentation Using Hyper-Fused Convolutional Neural Network","authors":"Wenting Duan, Lei Zhang, Jordan Colman, G. Gulli, Xujiong Ye","doi":"10.1007/978-3-030-87586-2_9","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_9","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133544550","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: 4
Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data fMRI数据条件非线性Granger因果建模的深度堆叠网络
MLCN@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87586-2_12
Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, L. Bazzano, Owen Carmichael
{"title":"Deep Stacking Networks for Conditional Nonlinear Granger Causal Modeling of fMRI Data","authors":"Kai-Cheng Chuang, Sreekrishna Ramakrishnapillai, L. Bazzano, Owen Carmichael","doi":"10.1007/978-3-030-87586-2_12","DOIUrl":"https://doi.org/10.1007/978-3-030-87586-2_12","url":null,"abstract":"","PeriodicalId":344785,"journal":{"name":"MLCN@MICCAI","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114687916","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
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