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Predictive Modeling of Longitudinal Data for Alzheimer's Disease Diagnosis Using RNNs 利用rnn对阿尔茨海默病诊断的纵向数据进行预测建模
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_14
M. Aghili, Solale Tabarestani, M. Adjouadi, E. Adeli
{"title":"Predictive Modeling of Longitudinal Data for Alzheimer's Disease Diagnosis Using RNNs","authors":"M. Aghili, Solale Tabarestani, M. Adjouadi, E. Adeli","doi":"10.1007/978-3-030-00320-3_14","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_14","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115128766","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
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis 三维卷积神经网络和堆叠双向递归神经网络在阿尔茨海默病诊断中的应用
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_17
Chiyu Feng, A. El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao
{"title":"3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis","authors":"Chiyu Feng, A. El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao","doi":"10.1007/978-3-030-00320-3_17","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_17","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122907501","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
Predictive Patient Care: Survival Model to Prevent Medication Non-adherence 预测性病人护理:生存模式，以防止药物依从性
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_6
Thomas Janssoone, P. Rinder, P. Hornus, D. Kanoun
{"title":"Predictive Patient Care: Survival Model to Prevent Medication Non-adherence","authors":"Thomas Janssoone, P. Rinder, P. Hornus, D. Kanoun","doi":"10.1007/978-3-030-00320-3_6","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_6","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115989075","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
Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks 应用深度卷积神经网络预测心房颤动
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_20
Jungrae Cho, Yoonnyun Kim, Minho Lee
{"title":"Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks","authors":"Jungrae Cho, Yoonnyun Kim, Minho Lee","doi":"10.1007/978-3-030-00320-3_20","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_20","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132694875","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
XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference 跨模态磁共振图像推理的全卷积网络
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_16
Sophia Bano, Muhammad Asad, Ahmed E. Fetit, I. Rekik
{"title":"XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference","authors":"Sophia Bano, Muhammad Asad, Ahmed E. Fetit, I. Rekik","doi":"10.1007/978-3-030-00320-3_16","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_16","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126134422","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
Computer Aided Identification of Motion Disturbances Related to Parkinson's Disease 帕金森病相关运动障碍的计算机辅助识别
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_1
Gudmundur Einarsson, L. Clemmensen, Ditte Rudå, A. Fink-Jensen, J. B. Nielsen, A. Pagsberg, K. Winge, R. Paulsen
{"title":"Computer Aided Identification of Motion Disturbances Related to Parkinson's Disease","authors":"Gudmundur Einarsson, L. Clemmensen, Ditte Rudå, A. Fink-Jensen, J. B. Nielsen, A. Pagsberg, K. Winge, R. Paulsen","doi":"10.1007/978-3-030-00320-3_1","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_1","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133514229","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
Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes 从多会话功能脑连接体预测情绪智力得分
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_13
A. Lisowska, I. Rekik
{"title":"Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes","authors":"A. Lisowska, I. Rekik","doi":"10.1007/978-3-030-00320-3_13","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_13","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"33 7-8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131749870","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
Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease 通过条件对抗训练生成淀粉样蛋白PET图像预测阿尔茨海默病的进展
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_4
Yunqi Yan, Hoileong Lee, E. Somer, V. Grau
{"title":"Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease","authors":"Yunqi Yan, Hoileong Lee, E. Somer, V. Grau","doi":"10.1007/978-3-030-00320-3_4","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_4","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133287587","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
Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network 使用非常深的三维密集网络增强血管周围空间
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_3
Euijin Jung, X. Zong, Weili Lin, D. Shen, Sanghyun Park
{"title":"Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network","authors":"Euijin Jung, X. Zong, Weili Lin, D. Shen, Sanghyun Park","doi":"10.1007/978-3-030-00320-3_3","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_3","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"255 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116011417","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
Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning 利用基于cca的多核连接组流形学习的样本选择从源视图进行多视图脑网络预测
PRIME@MICCAI Pub Date : 2018-09-16 DOI: 10.1007/978-3-030-00320-3_12
Minghui Zhu, I. Rekik
{"title":"Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning","authors":"Minghui Zhu, I. Rekik","doi":"10.1007/978-3-030-00320-3_12","DOIUrl":"https://doi.org/10.1007/978-3-030-00320-3_12","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"2013 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128088449","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
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