MLCN@MICCAIPub Date : 1900-01-01DOI: 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}
MLCN@MICCAIPub Date : 1900-01-01DOI: 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}
MLCN@MICCAIPub Date : 1900-01-01DOI: 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}
MLCN@MICCAIPub Date : 1900-01-01DOI: 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}
MLCN@MICCAIPub Date : 1900-01-01DOI: 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}
MLCN@MICCAIPub Date : 1900-01-01DOI: 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}