Pub Date : 2019-10-10DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
Pub Date : 2018-09-20DOI: 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}
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