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A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis 用于COVID-19 CT检测和分析的弱监督深度学习框架
TIA@MICCAI Pub Date : 2020-10-08 DOI: 10.1007/978-3-030-62469-9_8
Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Asher Kabakovitch, Dor Amran, Rula Amer, H. Greenspan
{"title":"A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis","authors":"Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Asher Kabakovitch, Dor Amran, Rula Amer, H. Greenspan","doi":"10.1007/978-3-030-62469-9_8","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_8","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134281810","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
CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays COVID-19诊断:利用胸部x线对COVID-19患者进行深度诊断
TIA@MICCAI Pub Date : 2020-10-08 DOI: 10.1007/978-3-030-62469-9_6
Kushagra Mahajan, Monika Sharma, L. Vig, Rishab Khincha, S. Krishnan, Adithya Niranjan, T. Dash, A. Srinivasan, Gautam M. Shroff
{"title":"CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays","authors":"Kushagra Mahajan, Monika Sharma, L. Vig, Rishab Khincha, S. Krishnan, Adithya Niranjan, T. Dash, A. Srinivasan, Gautam M. Shroff","doi":"10.1007/978-3-030-62469-9_6","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_6","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129358784","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
Deep Group-wise Variational Diffeomorphic Image Registration 深度群智能变分差分同胚图像配准
TIA@MICCAI Pub Date : 2020-10-01 DOI: 10.1007/978-3-030-62469-9_14
Tycho F. A. van der Ouderaa, I. Išgum, W. Veldhuis, B. D. Vos
{"title":"Deep Group-wise Variational Diffeomorphic Image Registration","authors":"Tycho F. A. van der Ouderaa, I. Išgum, W. Veldhuis, B. D. Vos","doi":"10.1007/978-3-030-62469-9_14","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_14","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122825052","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
3D Probabilistic Segmentation and Volumetry from 2D projection images 二维投影图像的三维概率分割和体积测量
TIA@MICCAI Pub Date : 2020-06-23 DOI: 10.1007/978-3-030-62469-9_5
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, D. Rueckert, Bernhard Kainz
{"title":"3D Probabilistic Segmentation and Volumetry from 2D projection images","authors":"Athanasios Vlontzos, Samuel Budd, Benjamin Hou, D. Rueckert, Bernhard Kainz","doi":"10.1007/978-3-030-62469-9_5","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_5","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128314347","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
Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet 肺癌肿瘤区域的复发性3D-DenseUNet分割
TIA@MICCAI Pub Date : 2018-12-05 DOI: 10.1007/978-3-030-62469-9_4
Uday Kamal, A. M. Rafi, R. Hoque, Jonathan Wu, M. K. Hasan
{"title":"Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet","authors":"Uday Kamal, A. M. Rafi, R. Hoque, Jonathan Wu, M. K. Hasan","doi":"10.1007/978-3-030-62469-9_4","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_4","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133700692","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: 33
Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images 从异质CT图像中描绘COVID-19感染的两阶段映射分割框架
TIA@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-62469-9_1
Tong Li, Zhuochen Wang, Yanbo Chen, Lichi Zhang, Yaozong Gao, F. Shi, Dahong Qian, Qian Wang, D. Shen
{"title":"Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images","authors":"Tong Li, Zhuochen Wang, Yanbo Chen, Lichi Zhang, Yaozong Gao, F. Shi, Dahong Qian, Qian Wang, D. Shen","doi":"10.1007/978-3-030-62469-9_1","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_1","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"1 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":"125904253","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
Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting 使用三维生成图像绘制主动脉夹层的半监督虚拟回归
TIA@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-62469-9_12
Antonio Pepe, G. Mistelbauer, Christina Gsaxner, Jianning Li, D. Fleischmann, D. Schmalstieg, J. Egger
{"title":"Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting","authors":"Antonio Pepe, G. Mistelbauer, Christina Gsaxner, Jianning Li, D. Fleischmann, D. Schmalstieg, J. Egger","doi":"10.1007/978-3-030-62469-9_12","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_12","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"46 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":"117027224","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: 4
MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data 使用未配对数据训练的CycleGANs进行肺动脉评估的MRI到CTA转换
TIA@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-62469-9_11
Maialen Stephens, Raúl San José Estépar, J. Ruíz-Cabello, Ignacio Arganda-Carreras, I. Macía, Karen López-Linares
{"title":"MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data","authors":"Maialen Stephens, Raúl San José Estépar, J. Ruíz-Cabello, Ignacio Arganda-Carreras, I. Macía, Karen López-Linares","doi":"10.1007/978-3-030-62469-9_11","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_11","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"162 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":"124543312","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: 4
Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection 深度强化学习在主动脉夹层主动脉环定位中的应用
TIA@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-62469-9_9
M. Codari, Antonio Pepe, G. Mistelbauer, D. Mastrodicasa, Shannon Walters, M. Willemink, D. Fleischmann
{"title":"Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection","authors":"M. Codari, Antonio Pepe, G. Mistelbauer, D. Mastrodicasa, Shannon Walters, M. Willemink, D. Fleischmann","doi":"10.1007/978-3-030-62469-9_9","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_9","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"6 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":"134202182","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: 8
Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN F-CNN在非对比非ecg门控CT扫描中的多腔心脏分割
TIA@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-62469-9_2
R. Moreta-Martínez, G. Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar
{"title":"Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN","authors":"R. Moreta-Martínez, G. Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar","doi":"10.1007/978-3-030-62469-9_2","DOIUrl":"https://doi.org/10.1007/978-3-030-62469-9_2","url":null,"abstract":"","PeriodicalId":133779,"journal":{"name":"TIA@MICCAI","volume":"1 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":"131266047","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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