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ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans ScarGAN:链式生成对抗网络在心血管磁共振扫描上模拟病理组织
DLMIA/ML-CDS@MICCAI Pub Date : 2018-08-14 DOI: 10.1007/978-3-030-00889-5_39
Felix Lau, T. Hendriks, Jesse Lieman-Sifry, Berk Norman, Sean Sall, Daniel Golden
{"title":"ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans","authors":"Felix Lau, T. Hendriks, Jesse Lieman-Sifry, Berk Norman, Sean Sall, Daniel Golden","doi":"10.1007/978-3-030-00889-5_39","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_39","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129168434","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: 27
Weakly Supervised Localisation for Fetal Ultrasound Images 胎儿超声图像的弱监督定位
DLMIA/ML-CDS@MICCAI Pub Date : 2018-08-02 DOI: 10.1007/978-3-030-00889-5_22
N. Toussaint, B. Khanal, Matthew Sinclair, A. Gómez, E. Skelton, J. Matthew, J. Schnabel
{"title":"Weakly Supervised Localisation for Fetal Ultrasound Images","authors":"N. Toussaint, B. Khanal, Matthew Sinclair, A. Gómez, E. Skelton, J. Matthew, J. Schnabel","doi":"10.1007/978-3-030-00889-5_22","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_22","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123984185","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: 16
Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images 增强的自动变焦网络:在整张幻灯片图像中实现准确快速的乳腺癌分割
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-29 DOI: 10.1007/978-3-030-00889-5_36
Nanqing Dong, Michael C. Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai, E. Xing
{"title":"Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images","authors":"Nanqing Dong, Michael C. Kampffmeyer, Xiaodan Liang, Zeya Wang, Wei Dai, E. Xing","doi":"10.1007/978-3-030-00889-5_36","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_36","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133932902","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: 32
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy 基于最大熵优化内容信息的主动分割学习
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-18 DOI: 10.1007/978-3-030-00889-5_21
Firat Özdemir, Z. Peng, C. Tanner, P. Fürnstahl, O. Goksel
{"title":"Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy","authors":"Firat Özdemir, Z. Peng, C. Tanner, P. Fürnstahl, O. Goksel","doi":"10.1007/978-3-030-00889-5_21","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_21","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"345 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116536229","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: 23
PIMMS: Permutation Invariant Multi-Modal Segmentation 排列不变多模态分割
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-17 DOI: 10.1007/978-3-030-00889-5_23
Thomas Varsavsky, Z. Eaton-Rosen, C. Sudre, P. Nachev, M. Jorge Cardoso
{"title":"PIMMS: Permutation Invariant Multi-Modal Segmentation","authors":"Thomas Varsavsky, Z. Eaton-Rosen, C. Sudre, P. Nachev, M. Jorge Cardoso","doi":"10.1007/978-3-030-00889-5_23","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_23","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131026868","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: 16
Longitudinal detection of radiological abnormalities with time-modulated LSTM 时间调制LSTM纵向检测放射异常
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-16 DOI: 10.1007/978-3-030-00889-5_37
Ruggiero Santeramo, S. Withey, G. Montana
{"title":"Longitudinal detection of radiological abnormalities with time-modulated LSTM","authors":"Ruggiero Santeramo, S. Withey, G. Montana","doi":"10.1007/978-3-030-00889-5_37","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_37","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129789401","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: 26
Deep semi-supervised segmentation with weight-averaged consistency targets 基于加权平均一致性目标的深度半监督分割
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-12 DOI: 10.1007/978-3-030-00889-5_2
C. Perone, J. Cohen-Adad
{"title":"Deep semi-supervised segmentation with weight-averaged consistency targets","authors":"C. Perone, J. Cohen-Adad","doi":"10.1007/978-3-030-00889-5_2","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_2","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133397346","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: 67
Learning to Segment Medical Images with Scribble-Supervision Alone 学习分割医学图像与涂鸦监督单独
DLMIA/ML-CDS@MICCAI Pub Date : 2018-07-12 DOI: 10.1007/978-3-030-00889-5_27
Y. Can, K. Chaitanya, Basil Mustafa, Lisa M. Koch, E. Konukoglu, Christian F. Baumgartner
{"title":"Learning to Segment Medical Images with Scribble-Supervision Alone","authors":"Y. Can, K. Chaitanya, Basil Mustafa, Lisa M. Koch, E. Konukoglu, Christian F. Baumgartner","doi":"10.1007/978-3-030-00889-5_27","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_27","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126887060","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: 62
3D Convolutional Neural Networks for Classification of Functional Connectomes 用于功能连接体分类的三维卷积神经网络
DLMIA/ML-CDS@MICCAI Pub Date : 2018-06-11 DOI: 10.1007/978-3-030-00889-5_16
Meenakshi Khosla, K. Jamison, Amy Kuceyeski, M. Sabuncu
{"title":"3D Convolutional Neural Networks for Classification of Functional Connectomes","authors":"Meenakshi Khosla, K. Jamison, Amy Kuceyeski, M. Sabuncu","doi":"10.1007/978-3-030-00889-5_16","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_16","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115557121","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: 70
Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration 鲁棒微分同胚配准的无监督概率变形建模
DLMIA/ML-CDS@MICCAI Pub Date : 2018-04-19 DOI: 10.1007/978-3-030-00889-5_12
Julian Krebs, Tommaso Mansi, B. Mailhé, N. Ayache, H. Delingette
{"title":"Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration","authors":"Julian Krebs, Tommaso Mansi, B. Mailhé, N. Ayache, H. Delingette","doi":"10.1007/978-3-030-00889-5_12","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_12","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131077561","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: 66
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