Pub Date : 2021-03-18DOI: 10.1007/978-3-030-78191-0_43
Yubo Zhang, Shuxian Wang, Ruibin Ma, Sarah K. McGill, J. Rosenman, S. Pizer
{"title":"Lighting Enhancement Aids Reconstruction of Colonoscopic Surfaces","authors":"Yubo Zhang, Shuxian Wang, Ruibin Ma, Sarah K. McGill, J. Rosenman, S. Pizer","doi":"10.1007/978-3-030-78191-0_43","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_43","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"16 1","pages":"559-570"},"PeriodicalIF":0.0,"publicationDate":"2021-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75669780","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}
Pub Date : 2021-03-14DOI: 10.1007/978-3-030-78191-0_56
L. Hin, Yuan Lee, Gao J. Alison, Noble
{"title":"Principled Ultrasound Data Augmentation for Classification of Standard Planes","authors":"L. Hin, Yuan Lee, Gao J. Alison, Noble","doi":"10.1007/978-3-030-78191-0_56","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_56","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"110 1","pages":"729-741"},"PeriodicalIF":0.0,"publicationDate":"2021-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78586167","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}
Pub Date : 2021-03-12DOI: 10.1007/978-3-030-78191-0_14
F. Ambellan, S. Zachow, C. V. Tycowicz
{"title":"Geodesic B-Score for Improved Assessment of Knee Osteoarthritis","authors":"F. Ambellan, S. Zachow, C. V. Tycowicz","doi":"10.1007/978-3-030-78191-0_14","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_14","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"43 1","pages":"177-188"},"PeriodicalIF":0.0,"publicationDate":"2021-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86622704","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}
Pub Date : 2021-03-10DOI: 10.1007/978-3-030-78191-0_57
Youshan Zhang, Brian D. Davison
{"title":"Adversarial Regression Learning for Bone Age Estimation","authors":"Youshan Zhang, Brian D. Davison","doi":"10.1007/978-3-030-78191-0_57","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_57","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"178 1","pages":"742-754"},"PeriodicalIF":0.0,"publicationDate":"2021-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75708310","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}
Pub Date : 2021-03-01DOI: 10.1007/978-3-030-78191-0_2
Lasse Hansen, M. Heinrich
{"title":"Deep learning based geometric registration for medical images: How accurate can we get without visual features?","authors":"Lasse Hansen, M. Heinrich","doi":"10.1007/978-3-030-78191-0_2","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_2","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"20 1","pages":"18-30"},"PeriodicalIF":0.0,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75179979","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}
Pub Date : 2021-02-15DOI: 10.1007/978-3-030-78191-0_58
Shaheer U. Saeed, Yunguan Fu, Zachary Michael Cieman Baum, Qianye Yang, M. Rusu, Richard E. Fan, G. Sonn, D. Barratt, Yipeng Hu
{"title":"Learning image quality assessment by reinforcing task amenable data selection","authors":"Shaheer U. Saeed, Yunguan Fu, Zachary Michael Cieman Baum, Qianye Yang, M. Rusu, Richard E. Fan, G. Sonn, D. Barratt, Yipeng Hu","doi":"10.1007/978-3-030-78191-0_58","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_58","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"21 1","pages":"755-766"},"PeriodicalIF":0.0,"publicationDate":"2021-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84254266","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}
Pub Date : 2021-02-13DOI: 10.1007/978-3-030-78191-0_31
Raghavendra Selvan, E. Dam, Jens Petersen
{"title":"Segmenting two-dimensional structures with strided tensor networks","authors":"Raghavendra Selvan, E. Dam, Jens Petersen","doi":"10.1007/978-3-030-78191-0_31","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_31","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"4 1","pages":"401-414"},"PeriodicalIF":0.0,"publicationDate":"2021-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77661952","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}
Pub Date : 2021-01-04DOI: 10.1007/978-3-030-78191-0_1
Andrew Hoopes, Malte Hoffmann, B. Fischl, J. Guttag, Adrian V. Dalca
{"title":"HyperMorph: Amortized Hyperparameter Learning for Image Registration","authors":"Andrew Hoopes, Malte Hoffmann, B. Fischl, J. Guttag, Adrian V. Dalca","doi":"10.1007/978-3-030-78191-0_1","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_1","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"1 1","pages":"3-17"},"PeriodicalIF":0.0,"publicationDate":"2021-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88471990","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-78191-0_39
Junbo Ma, O. Krupa, M. Glass, Carolyn M. McCormick, D. Borland, Minjeong Kim, Jason L. Stein, Guorong Wu
{"title":"3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images","authors":"Junbo Ma, O. Krupa, M. Glass, Carolyn M. McCormick, D. Borland, Minjeong Kim, Jason L. Stein, Guorong Wu","doi":"10.1007/978-3-030-78191-0_39","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_39","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"18 1","pages":"504-516"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81498821","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}
Pub Date : 2021-01-01DOI: 10.1007/978-3-030-78191-0_20
Xin Ma, Guorong Wu, Seong Jae Hwang, Won Hwa Kim
{"title":"Learning Multi-resolution Graph Edge Embedding for Discovering Brain Network Dysfunction in Neurological Disorders","authors":"Xin Ma, Guorong Wu, Seong Jae Hwang, Won Hwa Kim","doi":"10.1007/978-3-030-78191-0_20","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_20","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"11 1","pages":"253-266"},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87378122","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}
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