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Accelerated Magnetic Resonance Imaging by Adversarial Neural Network 对抗神经网络加速磁共振成像
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_4
O. Shitrit, Tammy Riklin-Raviv
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引用次数: 37
Analyzing Microscopic Images of Peripheral Blood Smear Using Deep Learning 基于深度学习的外周血涂片显微图像分析
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_21
Dheeraj Mundhra, Bharath Cheluvaraju, Jaiprasad Rampure, T. R. Dastidar
{"title":"Analyzing Microscopic Images of Peripheral Blood Smear Using Deep Learning","authors":"Dheeraj Mundhra, Bharath Cheluvaraju, Jaiprasad Rampure, T. R. Dastidar","doi":"10.1007/978-3-319-67558-9_21","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_21","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134447920","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: 19
Region-Aware Deep Localization Framework for Cervical Vertebrae in X-Ray Images 基于区域感知的颈椎x线图像深度定位框架
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_9
S. M. Masudur Rahman Al Arif, K. Knapp, G. Slabaugh
{"title":"Region-Aware Deep Localization Framework for Cervical Vertebrae in X-Ray Images","authors":"S. M. Masudur Rahman Al Arif, K. Knapp, G. Slabaugh","doi":"10.1007/978-3-319-67558-9_9","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_9","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125226334","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: 3
AGNet: Attention-Guided Network for Surgical Tool Presence Detection AGNet:用于手术工具存在检测的注意力引导网络
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_22
Xiaowei Hu, Lequan Yu, Hao Chen, J. Qin, P. Heng
{"title":"AGNet: Attention-Guided Network for Surgical Tool Presence Detection","authors":"Xiaowei Hu, Lequan Yu, Hao Chen, J. Qin, P. Heng","doi":"10.1007/978-3-319-67558-9_22","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_22","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126199430","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: 25
Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images 脑磁共振图像分割的多尺度网络
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_36
Jie Wei, Yong Xia
{"title":"Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images","authors":"Jie Wei, Yong Xia","doi":"10.1007/978-3-319-67558-9_36","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_36","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115817746","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
Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials 从神经心理学和MRI数据预测淀粉样变性，在临床试验中纳入症状前受试者的成本效益
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_41
M. Ansart, S. Epelbaum, G. Gagliardi, O. Colliot, D. Dormont, B. Dubois, H. Hampel, S. Durrleman
{"title":"Prediction of Amyloidosis from Neuropsychological and MRI Data for Cost Effective Inclusion of Pre-symptomatic Subjects in Clinical Trials","authors":"M. Ansart, S. Epelbaum, G. Gagliardi, O. Colliot, D. Dormont, B. Dubois, H. Hampel, S. Durrleman","doi":"10.1007/978-3-319-67558-9_41","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_41","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121606702","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
Automated Multimodal Breast CAD Based on Registration of MRI and Two View Mammography 基于MRI配准和双视图乳房x线摄影的自动化多模态乳腺CAD
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_42
T. Hopp, P. Smole, N. Ruiter
{"title":"Automated Multimodal Breast CAD Based on Registration of MRI and Two View Mammography","authors":"T. Hopp, P. Smole, N. Ruiter","doi":"10.1007/978-3-319-67558-9_42","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_42","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130795859","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 Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms 深度残差递归神经网络用于超声心动图心脏周期阶段的表征
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_12
F. Dezaki, Neeraj Dhungel, A. Abdi, C. Luong, T. Tsang, J. Jue, K. Gin, Dale Hawley, R. Rohling, P. Abolmaesumi
{"title":"Deep Residual Recurrent Neural Networks for Characterisation of Cardiac Cycle Phase from Echocardiograms","authors":"F. Dezaki, Neeraj Dhungel, A. Abdi, C. Luong, T. Tsang, J. Jue, K. Gin, Dale Hawley, R. Rohling, P. Abolmaesumi","doi":"10.1007/978-3-319-67558-9_12","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_12","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"93 1-2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133139477","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: 21
Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks 基于全卷积网络的CT体积左心房分割
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_5
Honghui Liu, Jianjiang Feng, Zishun Feng, Jiwen Lu, Jie Zhou
{"title":"Left Atrium Segmentation in CT Volumes with Fully Convolutional Networks","authors":"Honghui Liu, Jianjiang Feng, Zishun Feng, Jiwen Lu, Jie Zhou","doi":"10.1007/978-3-319-67558-9_5","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_5","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133346569","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: 10
Skin Lesion Segmentation via Deep RefineNet 基于Deep RefineNet的皮肤病灶分割
DLMIA/ML-CDS@MICCAI
Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_35
Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei
{"title":"Skin Lesion Segmentation via Deep RefineNet","authors":"Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei","doi":"10.1007/978-3-319-67558-9_35","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_35","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132348860","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: 10
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