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Stain Colour Normalisation to Improve Mitosis Detection on Breast Histology Images 染色颜色归一化提高乳腺组织学图像有丝分裂检测
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_25
A. Hamidinekoo, R. Zwiggelaar
{"title":"Stain Colour Normalisation to Improve Mitosis Detection on Breast Histology Images","authors":"A. Hamidinekoo, R. Zwiggelaar","doi":"10.1007/978-3-319-67558-9_25","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_25","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"46 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":"122658114","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
CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography cnn实现了光学相干断层成像中Drusen的准确快速分割
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_8
Shekoufeh Gorgi Zadeh, M. Wintergerst, Vitalis Wiens, S. Thiele, F. Holz, R. Finger, T. Schultz
{"title":"CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography","authors":"Shekoufeh Gorgi Zadeh, M. Wintergerst, Vitalis Wiens, S. Thiele, F. Holz, R. Finger, T. Schultz","doi":"10.1007/978-3-319-67558-9_8","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_8","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"10 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":"132096882","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: 36
Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video 学习超声影像中胎儿心脏分析的时空聚合
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_32
A. Patra, Weilin Huang, J. Noble
{"title":"Learning Spatio-Temporal Aggregation for Fetal Heart Analysis in Ultrasound Video","authors":"A. Patra, Weilin Huang, J. Noble","doi":"10.1007/978-3-319-67558-9_32","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_32","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"13 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":"128022096","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
Fully Convolutional Regression Network for Accurate Detection of Measurement Points 用于精确检测测量点的全卷积回归网络
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_30
M. Sofka, F. Milletarì, J. Jia, Alex Rothberg
{"title":"Fully Convolutional Regression Network for Accurate Detection of Measurement Points","authors":"M. Sofka, F. Milletarì, J. Jia, Alex Rothberg","doi":"10.1007/978-3-319-67558-9_30","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_30","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":"130024261","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: 29
Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression 基于cnn回归的非刚性颅面2D-3D配准
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_14
Yuru Pei, Yungeng Zhang, Haifang Qin, Gengyu Ma, Yuke Guo, T. Xu, H. Zha
{"title":"Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression","authors":"Yuru Pei, Yungeng Zhang, Haifang Qin, Gengyu Ma, Yuke Guo, T. Xu, H. Zha","doi":"10.1007/978-3-319-67558-9_14","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_14","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"105 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":"123669678","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: 23
Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography 乳房x光检查异常发现的深度学习自动检测
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_37
A. Akselrod-Ballin, Leonid Karlinsky, Alon Hazan, R. Bakalo, A. Horesh, Yoel Shoshan, Ella Barkan
{"title":"Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography","authors":"A. Akselrod-Ballin, Leonid Karlinsky, Alon Hazan, R. Bakalo, A. Horesh, Yoel Shoshan, Ella Barkan","doi":"10.1007/978-3-319-67558-9_37","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_37","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"10 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":"128189450","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: 45
Automated Detection of Epileptogenic Cortical Malformations Using Multimodal MRI 使用多模态MRI自动检测癫痫性皮质畸形
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_40
R. Gill, Seokjun Hong, F. Fadaie, B. Caldairou, B. Bernhardt, N. Bernasconi, A. Bernasconi
{"title":"Automated Detection of Epileptogenic Cortical Malformations Using Multimodal MRI","authors":"R. Gill, Seokjun Hong, F. Fadaie, B. Caldairou, B. Bernhardt, N. Bernasconi, A. Bernasconi","doi":"10.1007/978-3-319-67558-9_40","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_40","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"96 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":"115622466","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
A Deep Residual Inception Network for HEp-2 Cell Classification 基于深度残差初始网络的HEp-2细胞分类
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_2
Yuexiang Li, L. Shen
{"title":"A Deep Residual Inception Network for HEp-2 Cell Classification","authors":"Yuexiang Li, L. Shen","doi":"10.1007/978-3-319-67558-9_2","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_2","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"6 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":"125059320","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
Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections 基于快速连接的三维卷积编码器网络的脊髓核磁共振灰质分割
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_38
Adam Porisky, T. Brosch, E. Ljungberg, Lisa Tang, Y. Yoo, B. Leener, A. Traboulsee, J. Cohen-Adad, R. Tam
{"title":"Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections","authors":"Adam Porisky, T. Brosch, E. Ljungberg, Lisa Tang, Y. Yoo, B. Leener, A. Traboulsee, J. Cohen-Adad, R. Tam","doi":"10.1007/978-3-319-67558-9_38","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_38","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"319 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":"116458330","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
Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates 通过多个模板将多模态常规成像数据映射到单个引用
DLMIA/ML-CDS@MICCAI Pub Date : 2017-09-14 DOI: 10.1007/978-3-319-67558-9_39
J. Hofmanninger, Bjoern H Menze, M. Weber, G. Langs
{"title":"Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates","authors":"J. Hofmanninger, Bjoern H Menze, M. Weber, G. Langs","doi":"10.1007/978-3-319-67558-9_39","DOIUrl":"https://doi.org/10.1007/978-3-319-67558-9_39","url":null,"abstract":"","PeriodicalId":343890,"journal":{"name":"DLMIA/ML-CDS@MICCAI","volume":"15 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":"124999085","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
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