ML-CDS@MICCAI最新文献

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Multi-scale Hybrid Transformer Networks: Application to Prostate Disease Classification 多尺度混合变压器网络在前列腺疾病分类中的应用
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_2
Ainkaran Santhirasekaram, Karen Pinto, M. Winkler, E. Aboagye, Ben Glocker, A. Rockall
{"title":"Multi-scale Hybrid Transformer Networks: Application to Prostate Disease Classification","authors":"Ainkaran Santhirasekaram, Karen Pinto, M. Winkler, E. Aboagye, Ben Glocker, A. Rockall","doi":"10.1007/978-3-030-89847-2_2","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_2","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"7 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":"133879860","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
Feature Selection for Privileged Modalities in Disease Classification 疾病分类中特权模式的特征选择
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_7
Winston Zhang, Najla Al Turkestani, J. Bianchi, Celia Le, Romain Deleat-Besson, A. Ruellas, Lucia H. S. Cevidanes, M. Yatabe, J. Gonçalves, E. Benavides, F. Soki, J. Prieto, Beatriz Paniagua, Jonathan Gryak, K. Najarian, Reza Soroushmehr
{"title":"Feature Selection for Privileged Modalities in Disease Classification","authors":"Winston Zhang, Najla Al Turkestani, J. Bianchi, Celia Le, Romain Deleat-Besson, A. Ruellas, Lucia H. S. Cevidanes, M. Yatabe, J. Gonçalves, E. Benavides, F. Soki, J. Prieto, Beatriz Paniagua, Jonathan Gryak, K. Najarian, Reza Soroushmehr","doi":"10.1007/978-3-030-89847-2_7","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_7","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"59 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":"129173718","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
Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support 基于多模态PET/CT预测前列腺癌患者治疗反应的临床决策支持
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_3
S. Moazemi, M. Essler, T. Schultz, R. Bundschuh
{"title":"Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support","authors":"S. Moazemi, M. Essler, T. Schultz, R. Bundschuh","doi":"10.1007/978-3-030-89847-2_3","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_3","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"05 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":"131256687","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
Structure and Feature Based Graph U-Net for Early Alzheimer's Disease Prediction 基于结构和特征的早期阿尔茨海默病预测图U-Net
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_9
Yun Zhu, Xuegang Song, Yali Qiu, Cheng Zhao, Baiying Lei
{"title":"Structure and Feature Based Graph U-Net for Early Alzheimer's Disease Prediction","authors":"Yun Zhu, Xuegang Song, Yali Qiu, Cheng Zhao, Baiying Lei","doi":"10.1007/978-3-030-89847-2_9","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_9","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"20 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":"132894316","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
SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis SAMA:关注肺癌早期诊断的空间感知多模式网络
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_5
M. Roa, L. Daza, María Escobar, A. Castillo, P. Arbeláez
{"title":"SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis","authors":"M. Roa, L. Daza, María Escobar, A. Castillo, P. Arbeláez","doi":"10.1007/978-3-030-89847-2_5","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_5","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"56 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":"133103333","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
A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction 基于单核苷酸多态性融合和磁共振特征提取的阿尔茨海默病预测方法
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_10
Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei
{"title":"A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction","authors":"Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei","doi":"10.1007/978-3-030-89847-2_10","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_10","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"30 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":"126093932","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
A Federated Multigraph Integration Approach for Connectional Brain Template Learning 连接脑模板学习的联邦多图集成方法
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_4
Hizir Can Bayram, I. Rekik
{"title":"A Federated Multigraph Integration Approach for Connectional Brain Template Learning","authors":"Hizir Can Bayram, I. Rekik","doi":"10.1007/978-3-030-89847-2_4","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_4","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"221 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":"115646319","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: 9
Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT PET/CT全自动头颈部肿瘤预后预测
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_6
P. Fontaine, V. Andrearczyk, Valentin Oreiller, J. Castelli, Mario Jreige, John O. Prior, A. Depeursinge
{"title":"Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT","authors":"P. Fontaine, V. Andrearczyk, Valentin Oreiller, J. Castelli, Mario Jreige, John O. Prior, A. Depeursinge","doi":"10.1007/978-3-030-89847-2_6","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_6","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"1 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":"133724260","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: 7
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images 多模态图像自动分割中牙齿和根的合并与标注
ML-CDS@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-89847-2_8
Romain Deleat-Besson, Celia Le, Winston Zhang, Najla Al Turkestani, Lucia H. S. Cevidanes, J. Bianchi, A. Ruellas, M. Gurgel, C. Massaro, A. Castillo, M. Ioshida, M. Yatabe, E. Benavides, H. Rios, F. Soki, G. Neiva, K. Najarian, Jonathan Gryak, M. Styner, J. Aristizábal, D. Rey, María Antonia Alvarez, Loris Bert, Reza Soroushmehr, J. Prieto
{"title":"Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images","authors":"Romain Deleat-Besson, Celia Le, Winston Zhang, Najla Al Turkestani, Lucia H. S. Cevidanes, J. Bianchi, A. Ruellas, M. Gurgel, C. Massaro, A. Castillo, M. Ioshida, M. Yatabe, E. Benavides, H. Rios, F. Soki, G. Neiva, K. Najarian, Jonathan Gryak, M. Styner, J. Aristizábal, D. Rey, María Antonia Alvarez, Loris Bert, Reza Soroushmehr, J. Prieto","doi":"10.1007/978-3-030-89847-2_8","DOIUrl":"https://doi.org/10.1007/978-3-030-89847-2_8","url":null,"abstract":"","PeriodicalId":252609,"journal":{"name":"ML-CDS@MICCAI","volume":"18 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":"132276122","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: 4
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