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DLMIA/ML-CDS@MICCAI最新文献

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Segmentation of Head and Neck Organs-At-Risk in Longitudinal CT Scans Combining Deformable Registrations and Convolutional Neural Networks 结合变形配准和卷积神经网络的纵向CT扫描头颈部危险器官分割
DLMIA/ML-CDS@MICCAI Pub Date : 2019-10-10 DOI: 10.1007/978-3-030-00889-5_17
L. Vandewinckele, D. Robben, W. Crijns, F. Maes
{"title":"Segmentation of Head and Neck Organs-At-Risk in Longitudinal CT Scans Combining Deformable Registrations and Convolutional Neural Networks","authors":"L. Vandewinckele, D. Robben, W. Crijns, F. Maes","doi":"10.1007/978-3-030-00889-5_17","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_17","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"264 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124299070","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
MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis MTMR-Net:基于边际排序损失的多任务深度学习肺结节分析
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_9
Lihao Liu, Q. Dou, Hao Chen, Iyiola E. Olatunji, J. Qin, P. Heng
{"title":"MTMR-Net: Multi-task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis","authors":"Lihao Liu, Q. Dou, Hao Chen, Iyiola E. Olatunji, J. Qin, P. Heng","doi":"10.1007/978-3-030-00889-5_9","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_9","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116024750","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: 24
A Multi-scale Multiple Sclerosis Lesion Change Detection in a Multi-sequence MRI 多序列MRI多尺度多发性硬化病变改变检测
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_40
Myra Cheng, A. Galimzianova, Ziga Lesjak, Žiga Špiclin, C. Lock, D. Rubin
{"title":"A Multi-scale Multiple Sclerosis Lesion Change Detection in a Multi-sequence MRI","authors":"Myra Cheng, A. Galimzianova, Ziga Lesjak, Žiga Špiclin, C. Lock, D. Rubin","doi":"10.1007/978-3-030-00889-5_40","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_40","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125055082","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
TreeNet: Multi-loss Deep Learning Network to Predict Branch Direction for Extracting 3D Anatomical Trees TreeNet:用于预测分支方向的多损失深度学习网络，用于提取三维解剖树
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_6
Mengliu Zhao, G. Hamarneh
{"title":"TreeNet: Multi-loss Deep Learning Network to Predict Branch Direction for Extracting 3D Anatomical Trees","authors":"Mengliu Zhao, G. Hamarneh","doi":"10.1007/978-3-030-00889-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_6","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130062669","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 Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning 深度粒子跟踪器:使用深度学习的荧光显微镜图像中的粒子自动跟踪
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_15
Roman Spilger, Thomas Wollmann, Yu Qiang, Andrea Imle, Ji Young Lee, Barbara Müller, O. Fackler, R. Bartenschlager, K. Rohr
{"title":"Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning","authors":"Roman Spilger, Thomas Wollmann, Yu Qiang, Andrea Imle, Ji Young Lee, Barbara Müller, O. Fackler, R. Bartenschlager, K. Rohr","doi":"10.1007/978-3-030-00889-5_15","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_15","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"65 11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131003959","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: 13
Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography 超声心动图对收缩期心力衰竭高危患者的自动检测
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_8
Delaram Behnami, C. Luong, H. Vaseli, A. Abdi, H. Girgis, Dale Hawley, R. Rohling, K. Gin, P. Abolmaesumi, T. Tsang
{"title":"Automatic Detection of Patients with a High Risk of Systolic Cardiac Failure in Echocardiography","authors":"Delaram Behnami, C. Luong, H. Vaseli, A. Abdi, H. Girgis, Dale Hawley, R. Rohling, K. Gin, P. Abolmaesumi, T. Tsang","doi":"10.1007/978-3-030-00889-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_8","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129739099","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
Integrating Deformable Modeling with 3D Deep Neural Network Segmentation 整合变形建模与3D深度神经网络分割
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_43
Hui Tang, Mehdi Moradi, Ken C. L. Wong, Hongzhi Wang, A. Harouni, T. Syeda-Mahmood
{"title":"Integrating Deformable Modeling with 3D Deep Neural Network Segmentation","authors":"Hui Tang, Mehdi Moradi, Ken C. L. Wong, Hongzhi Wang, A. Harouni, T. Syeda-Mahmood","doi":"10.1007/978-3-030-00889-5_43","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_43","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126318049","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
Optic Disc Segmentation in Retinal Fundus Images Using Fully Convolutional Network and Removal of False-Positives Based on Shape Features 基于全卷积网络的视网膜眼底图像视盘分割及基于形状特征的假阳性去除
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_42
Sandip Sadhukhan, G. Ghorai, Souvik Maiti, V. Karale, Gautam Sarkar, A. Dhara
{"title":"Optic Disc Segmentation in Retinal Fundus Images Using Fully Convolutional Network and Removal of False-Positives Based on Shape Features","authors":"Sandip Sadhukhan, G. Ghorai, Souvik Maiti, V. Karale, Gautam Sarkar, A. Dhara","doi":"10.1007/978-3-030-00889-5_42","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_42","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123090114","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
Focal Dice Loss and Image Dilation for Brain Tumor Segmentation 病灶色块丢失与图像扩张在脑肿瘤分割中的应用
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_14
Pei Wang, Albert C. S. Chung
{"title":"Focal Dice Loss and Image Dilation for Brain Tumor Segmentation","authors":"Pei Wang, Albert C. S. Chung","doi":"10.1007/978-3-030-00889-5_14","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_14","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132015461","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: 35
A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data 结合循环全卷积网络和光流的超声心动图左心室分割的统一框架
DLMIA/ML-CDS@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00889-5_4
M. Jafari, H. Girgis, Zhibin Liao, Delaram Behnami, A. Abdi, H. Vaseli, C. Luong, R. Rohling, K. Gin, T. Tsang, P. Abolmaesumi
{"title":"A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data","authors":"M. Jafari, H. Girgis, Zhibin Liao, Delaram Behnami, A. Abdi, H. Vaseli, C. Luong, R. Rohling, K. Gin, T. Tsang, P. Abolmaesumi","doi":"10.1007/978-3-030-00889-5_4","DOIUrl":"https://doi.org/10.1007/978-3-030-00889-5_4","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114430308","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: 35
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