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Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics最新文献

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Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-Fine Framework and Its Adversarial Examples 体积医学图像分割:3D深度粗到细框架及其对抗实例
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 2020-10-29 DOI: 10.1007/978-3-030-13969-8_4
Yingwei Li, Zhuotun Zhu, Yuyin Zhou, Yingda Xia, Wei Shen, E. Fishman, A. Yuille
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引用次数: 18
Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning 基于任务特定网络设计和循环神经上下文学习的CT和MRI胰腺分割
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_1
Jinzheng Cai, Le Lu, F. Xing, Lin Yang
{"title":"Pancreas Segmentation in CT and MRI via Task-Specific Network Design and Recurrent Neural Contextual Learning","authors":"Jinzheng Cai, Le Lu, F. Xing, Lin Yang","doi":"10.1007/978-3-030-13969-8_1","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_1","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"356 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":"123103417","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: 16
Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging 人群心脏磁共振成像图像质量评价
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_15
Le Zhang, Marco Pereañez, S. Piechnik, S. Neubauer, S. Petersen, Alejandro F Frangi
{"title":"Image Quality Assessment for Population Cardiac Magnetic Resonance Imaging","authors":"Le Zhang, Marco Pereañez, S. Piechnik, S. Neubauer, S. Petersen, Alejandro F Frangi","doi":"10.1007/978-3-030-13969-8_15","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_15","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"11 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":"122919341","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
Deep Hashing and Its Application for Histopathology Image Analysis 深度哈希及其在组织病理学图像分析中的应用
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_11
Xiaoshuang Shi, Lin Yang
{"title":"Deep Hashing and Its Application for Histopathology Image Analysis","authors":"Xiaoshuang Shi, Lin Yang","doi":"10.1007/978-3-030-13969-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_11","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"94 36 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":"129096332","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: 0
2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans 基于2d的腹部CT扫描小目标粗到精分割方法
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_3
Yuyin Zhou, Qihang Yu, Yan Wang, Lingxi Xie, Wei Shen, E. Fishman, A. Yuille
{"title":"2D-Based Coarse-to-Fine Approaches for Small Target Segmentation in Abdominal CT Scans","authors":"Yuyin Zhou, Qihang Yu, Yan Wang, Lingxi Xie, Wei Shen, E. Fishman, A. Yuille","doi":"10.1007/978-3-030-13969-8_3","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_3","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"2 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":"130816935","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
Glaucoma Detection Based on Deep Learning Network in Fundus Image 基于深度学习网络的眼底图像青光眼检测
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_6
H. Fu, Jun Cheng, Yanwu Xu, Jiang Liu
{"title":"Glaucoma Detection Based on Deep Learning Network in Fundus Image","authors":"H. Fu, Jun Cheng, Yanwu Xu, Jiang Liu","doi":"10.1007/978-3-030-13969-8_6","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_6","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"3 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":"133533016","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
Automatic Classification and Reporting of Multiple Common Thorax Diseases Using Chest Radiographs 胸片对多种常见胸部疾病的自动分类和报告
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_19
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, R. Summers
{"title":"Automatic Classification and Reporting of Multiple Common Thorax Diseases Using Chest Radiographs","authors":"Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, R. Summers","doi":"10.1007/978-3-030-13969-8_19","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_19","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"9 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":"127124954","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 Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 深度学习和卷积神经网络用于医学成像和临床信息学
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8
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引用次数: 21
Tumor Growth Prediction Using Convolutional Networks 使用卷积网络预测肿瘤生长
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_12
Ling Zhang, Le Lu, R. Summers, E. Kebebew, Jianhua Yao
{"title":"Tumor Growth Prediction Using Convolutional Networks","authors":"Ling Zhang, Le Lu, R. Summers, E. Kebebew, Jianhua Yao","doi":"10.1007/978-3-030-13969-8_12","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_12","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"4 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":"126223453","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: 0
Deep Reinforcement Learning for Detecting Breast Lesions from DCE-MRI 基于DCE-MRI的深度强化学习检测乳腺病变
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_8
Gabriel Maicas, A. Bradley, J. Nascimento, I. Reid, G. Carneiro
{"title":"Deep Reinforcement Learning for Detecting Breast Lesions from DCE-MRI","authors":"Gabriel Maicas, A. Bradley, J. Nascimento, I. Reid, G. Carneiro","doi":"10.1007/978-3-030-13969-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_8","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"49 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":"130592251","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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