Pub Date : 2021-03-19DOI: 10.1007/978-3-030-78191-0_26
Tom van Sonsbeek, Xiantong Zhen, M. Worring, Ling Shao
{"title":"Variational Knowledge Distillation for Disease Classification in Chest X-Rays","authors":"Tom van Sonsbeek, Xiantong Zhen, M. Worring, Ling Shao","doi":"10.1007/978-3-030-78191-0_26","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_26","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"30 1","pages":"334-345"},"PeriodicalIF":0.0,"publicationDate":"2021-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90165994","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 : 2021-03-19DOI: 10.1007/978-3-030-78191-0_33
L. Xie, L. Wisse, Jiancong Wang, S. Ravikumar, T. Glenn, A. Luther, Sydney A. Lim, D. Wolk, Paul Yushkevich
{"title":"Deep Label Fusion: A 3D End-to-End Hybrid Multi-Atlas Segmentation and Deep Learning Pipeline","authors":"L. Xie, L. Wisse, Jiancong Wang, S. Ravikumar, T. Glenn, A. Luther, Sydney A. Lim, D. Wolk, Paul Yushkevich","doi":"10.1007/978-3-030-78191-0_33","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_33","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"26 1","pages":"428-439"},"PeriodicalIF":0.0,"publicationDate":"2021-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83291736","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 : 2021-03-18DOI: 10.1007/978-3-030-78191-0_41
Xiaojie Gao, Yueming Jin, Zixu Zhao, Q. Dou, P. Heng
{"title":"Future Frame Prediction for Robot-assisted Surgery","authors":"Xiaojie Gao, Yueming Jin, Zixu Zhao, Q. Dou, P. Heng","doi":"10.1007/978-3-030-78191-0_41","DOIUrl":"https://doi.org/10.1007/978-3-030-78191-0_41","url":null,"abstract":"","PeriodicalId":73379,"journal":{"name":"Information processing in medical imaging : proceedings of the ... conference","volume":"3 1","pages":"533-544"},"PeriodicalIF":0.0,"publicationDate":"2021-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86184670","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 : 2021-03-18DOI: 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}
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