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Test-Retest Reliability of Functional Networks for Evaluation of Data-Driven Parcellation 用于评估数据驱动分割的功能网络的重测可靠性
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_10
Jianfeng Zeng, A. T. Dang, G. Atluri
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引用次数: 2
Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis 基于自适应嵌入和稀疏学习的无监督特征选择在帕金森病诊断中的应用
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_1
Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, A. El-Azab, Baiying Lei
{"title":"Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis","authors":"Zhongwei Huang, Haijun Lei, Guoliang Chen, Shiqi Li, Hancong Li, A. El-Azab, Baiying Lei","doi":"10.1007/978-3-030-32391-2_1","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_1","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128545958","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
Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia States 基于图形态的晚期痴呆状态分类遗传算法
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_3
Oumaima Ben Khelifa, I. Rekik
{"title":"Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia States","authors":"Oumaima Ben Khelifa, I. Rekik","doi":"10.1007/978-3-030-32391-2_3","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_3","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132127331","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
Constraining Disease Progression Models Using Subject Specific Connectivity Priors 使用受试者特定连接先验的限制性疾病进展模型
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_11
Anvar Kurmukov, Yujia Zhao, Ayagoz Mussabaeva, B. Gutman
{"title":"Constraining Disease Progression Models Using Subject Specific Connectivity Priors","authors":"Anvar Kurmukov, Yujia Zhao, Ayagoz Mussabaeva, B. Gutman","doi":"10.1007/978-3-030-32391-2_11","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_11","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117127201","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
A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity 基于静息状态fMRI连通性的新型图神经网络定位脑肿瘤患者雄辩皮层
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_2
Naresh Nandakumar, K. Manzoor, J. Pillai, S. Gujar, H. Sair, A. Venkataraman
{"title":"A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity","authors":"Naresh Nandakumar, K. Manzoor, J. Pillai, S. Gujar, H. Sair, A. Venkataraman","doi":"10.1007/978-3-030-32391-2_2","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_2","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"43 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132967832","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: 9
A Machine Learning Framework for Accurate Functional Connectome Fingerprinting and an Application of a Siamese Network 一个用于准确功能连接体指纹识别的机器学习框架和暹罗网络的应用
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_9
A. Shojaee, Kendrick Li, G. Atluri
{"title":"A Machine Learning Framework for Accurate Functional Connectome Fingerprinting and an Application of a Siamese Network","authors":"A. Shojaee, Kendrick Li, G. Atluri","doi":"10.1007/978-3-030-32391-2_9","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_9","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"252 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115613396","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
A Mass Multivariate Edge-wise Approach for Combining Multiple Connectomes to Improve the Detection of Group Differences 一种组合多个连接体的多变量边缘方法以提高群体差异的检测
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_7
J. Dadashkarimi, Siyuan Gao, E. Yeagle, S. Noble, D. Scheinost
{"title":"A Mass Multivariate Edge-wise Approach for Combining Multiple Connectomes to Improve the Detection of Group Differences","authors":"J. Dadashkarimi, Siyuan Gao, E. Yeagle, S. Noble, D. Scheinost","doi":"10.1007/978-3-030-32391-2_7","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_7","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121964652","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
Adversarial Connectome Embedding for Mild Cognitive Impairment Identification Using Cortical Morphological Networks 基于皮层形态网络的对抗性连接组嵌入识别轻度认知障碍
CNI@MICCAI Pub Date : 2019-10-13 DOI: 10.1007/978-3-030-32391-2_8
Alin Banka, I. Rekik
{"title":"Adversarial Connectome Embedding for Mild Cognitive Impairment Identification Using Cortical Morphological Networks","authors":"Alin Banka, I. Rekik","doi":"10.1007/978-3-030-32391-2_8","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_8","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134245028","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
Heat Kernels with Functional Connectomes Reveal Atypical Energy Transport in Peripheral Subnetworks in Autism 具有功能连接体的热核揭示了自闭症外周亚网络中的非典型能量传输
CNI@MICCAI Pub Date : 2019-08-24 DOI: 10.1007/978-3-030-32391-2_6
M. Schirmer, A. W. Chung
{"title":"Heat Kernels with Functional Connectomes Reveal Atypical Energy Transport in Peripheral Subnetworks in Autism","authors":"M. Schirmer, A. W. Chung","doi":"10.1007/978-3-030-32391-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_6","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125527674","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
Network Dependency Index Stratified Subnetwork Analysis of Functional Connectomes: An Application to Autism 功能连接体的网络依赖指数分层子网络分析:在自闭症中的应用
CNI@MICCAI Pub Date : 2019-08-24 DOI: 10.1007/978-3-030-32391-2_13
A. W. Chung, M. Schirmer
{"title":"Network Dependency Index Stratified Subnetwork Analysis of Functional Connectomes: An Application to Autism","authors":"A. W. Chung, M. Schirmer","doi":"10.1007/978-3-030-32391-2_13","DOIUrl":"https://doi.org/10.1007/978-3-030-32391-2_13","url":null,"abstract":"","PeriodicalId":434853,"journal":{"name":"CNI@MICCAI","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123763827","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
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