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Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory 预测时变脑图评价轨迹的循环脑图绘制器
DART/FAIR@MICCAI
Pub Date : 2021-10-06 DOI: 10.1007/978-3-030-87722-4_17
Alpay Tekin, Ahmed Nebli, I. Rekik
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引用次数: 2
Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation 基于语义一致性的非监督域自适应在MRI前列腺病变分割中的应用
DART/FAIR@MICCAI
Pub Date : 2021-09-19 DOI: 10.1007/978-3-030-87722-4_9
E. Chiou, F. Giganti, S. Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki
{"title":"Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation","authors":"E. Chiou, F. Giganti, S. Punwani, Iasonas Kokkinos, Eleftheria Panagiotaki","doi":"10.1007/978-3-030-87722-4_9","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_9","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128432190","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
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation 基于特征分解和聚合的稳健气道分割
DART/FAIR@MICCAI
Pub Date : 2021-09-07 DOI: 10.1007/978-3-030-87722-4_3
Minghui Zhang, Xin Yu, Hanxiao Zhang, Hao Zheng, Weihao Yu, Hong Pan, Xiang-Ran Cai, Yun Gu
{"title":"FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation","authors":"Minghui Zhang, Xin Yu, Hanxiao Zhang, Hao Zheng, Weihao Yu, Hong Pan, Xiang-Ran Cai, Yun Gu","doi":"10.1007/978-3-030-87722-4_3","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_3","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"131 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134473142","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: 15
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training 停止丢弃鉴别器!在测试时间训练中重用对手
DART/FAIR@MICCAI
Pub Date : 2021-08-26 DOI: 10.1007/978-3-030-87722-4_7
Gabriele Valvano, Andrea Leo, S. Tsaftaris
{"title":"Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training","authors":"Gabriele Valvano, Andrea Leo, S. Tsaftaris","doi":"10.1007/978-3-030-87722-4_7","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_7","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123860803","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: 7
COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging COVID-Net US:一个定制的、高效的、自关注的深度卷积神经网络设计，用于从护理点超声成像中检测COVID-19患者病例
DART/FAIR@MICCAI
Pub Date : 2021-08-05 DOI: 10.1007/978-3-030-87722-4_18
Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, S. Kohli, Alexander Wong
{"title":"COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging","authors":"Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, S. Kohli, Alexander Wong","doi":"10.1007/978-3-030-87722-4_18","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_18","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128467112","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: 5
Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation 病灶分割聚合数据集的队列偏倚适应
DART/FAIR@MICCAI
Pub Date : 2021-08-02 DOI: 10.1007/978-3-030-87722-4_10
B. Nichyporuk, Jillian Cardinell, Justin Szeto, Raghav Mehta, S. Tsaftaris, D. Arnold, T. Arbel
{"title":"Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation","authors":"B. Nichyporuk, Jillian Cardinell, Justin Szeto, Raghav Mehta, S. Tsaftaris, D. Arnold, T. Arbel","doi":"10.1007/978-3-030-87722-4_10","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_10","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133463360","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
Can non-specialists provide high quality gold standard labels in challenging modalities? 非专业人士能否在具有挑战性的模式下提供高质量的金标准标签?
DART/FAIR@MICCAI
Pub Date : 2021-07-30 DOI: 10.1007/978-3-030-87722-4_23
Samuel Budd, T. Day, J. Simpson, K. Lloyd, J. Matthew, E. Skelton, R. Razavi, Bernhard Kainz
{"title":"Can non-specialists provide high quality gold standard labels in challenging modalities?","authors":"Samuel Budd, T. Day, J. Simpson, K. Lloyd, J. Matthew, E. Skelton, R. Razavi, Bernhard Kainz","doi":"10.1007/978-3-030-87722-4_23","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_23","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129164328","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
Transductive image segmentation: Self-training and effect of uncertainty estimation 转导图像分割:自训练与不确定性估计的影响
DART/FAIR@MICCAI
Pub Date : 2021-07-19 DOI: 10.1007/978-3-030-87722-4_8
K. Kamnitsas, S. Winzeck, E. Kornaropoulos, D. Whitehouse, Cameron Englman, P. Phyu, N. Pao, D. Menon, D. Rueckert, T. Das, V. Newcombe, Ben Glocker
{"title":"Transductive image segmentation: Self-training and effect of uncertainty estimation","authors":"K. Kamnitsas, S. Winzeck, E. Kornaropoulos, D. Whitehouse, Cameron Englman, P. Phyu, N. Pao, D. Menon, D. Rueckert, T. Das, V. Newcombe, Ben Glocker","doi":"10.1007/978-3-030-87722-4_8","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_8","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130675075","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
Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation 多区域海马分割的对抗性持续学习
DART/FAIR@MICCAI
Pub Date : 2021-07-19 DOI: 10.1007/978-3-030-87722-4_4
Marius Memmel, Camila González, A. Mukhopadhyay
{"title":"Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation","authors":"Marius Memmel, Camila González, A. Mukhopadhyay","doi":"10.1007/978-3-030-87722-4_4","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_4","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117203700","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: 15
Contrast and Resolution Improvement of POCUS Using Self-consistent CycleGAN 利用自一致循环gan提高POCUS的对比度和分辨率
DART/FAIR@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87722-4_15
Shujaat Khan, Jaeyoung Huh, Jong-Chul Ye
{"title":"Contrast and Resolution Improvement of POCUS Using Self-consistent CycleGAN","authors":"Shujaat Khan, Jaeyoung Huh, Jong-Chul Ye","doi":"10.1007/978-3-030-87722-4_15","DOIUrl":"https://doi.org/10.1007/978-3-030-87722-4_15","url":null,"abstract":"","PeriodicalId":229049,"journal":{"name":"DART/FAIR@MICCAI","volume":"85 2 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":"115817960","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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