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Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition 脑室周围白质软化识别的自引导多注意网络
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_12
Zhuochen Wang, Tingting Huang, Bin Xiao, Jiayu Huo, Sheng Wang, Haoxiang Jiang, Heng Liu, F. Wu, X. Zhou, Zhong Xue, Jian Yang, Qian Wang
{"title":"Self-guided Multi-attention Network for Periventricular Leukomalacia Recognition","authors":"Zhuochen Wang, Tingting Huang, Bin Xiao, Jiayu Huo, Sheng Wang, Haoxiang Jiang, Heng Liu, F. Wu, X. Zhou, Zhong Xue, Jian Yang, Qian Wang","doi":"10.1007/978-3-030-87602-9_12","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_12","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@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":"121822556","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
Longitudinal Prediction of Radiation-Induced Anatomical Changes of Parotid Glands During Radiotherapy Using Deep Learning 应用深度学习纵向预测放射治疗中腮腺解剖变化
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-59354-4_12
Donghoon Lee, S. Alam, S. Nadeem, Jue Jiang, Pengpeng Zhang, Yu-chi Hu
{"title":"Longitudinal Prediction of Radiation-Induced Anatomical Changes of Parotid Glands During Radiotherapy Using Deep Learning","authors":"Donghoon Lee, S. Alam, S. Nadeem, Jue Jiang, Pengpeng Zhang, Yu-chi Hu","doi":"10.1007/978-3-030-59354-4_12","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_12","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"79 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":"123709105","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
Towards Cancer Patients Classification Using Liquid Biopsy 液体活检对癌症患者分类的研究
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_21
Sebastian Cygert, F. Górski, P. Juszczyk, Sebastian Lewalski, Krzysztof Pastuszak, A. Czyżewski, A. Supernat
{"title":"Towards Cancer Patients Classification Using Liquid Biopsy","authors":"Sebastian Cygert, F. Górski, P. Juszczyk, Sebastian Lewalski, Krzysztof Pastuszak, A. Czyżewski, A. Supernat","doi":"10.1007/978-3-030-87602-9_21","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_21","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@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":"129393666","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
Template-Based Inter-modality Super-Resolution of Brain Connectivity 基于模板的大脑连接的多模态超分辨率
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_7
Furkan Pala, Islem Mhiri, I. Rekik
{"title":"Template-Based Inter-modality Super-Resolution of Brain Connectivity","authors":"Furkan Pala, Islem Mhiri, I. Rekik","doi":"10.1007/978-3-030-87602-9_7","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_7","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","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":"114349099","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
Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach 肝肿瘤定位和特征从多期磁共振体积使用关键片预测:一个医生启发的方法
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_5
Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiaoyun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison
{"title":"Liver Tumor Localization and Characterization from Multi-phase MR Volumes Using Key-Slice Prediction: A Physician-Inspired Approach","authors":"Bolin Lai, Yuhsuan Wu, Xiaoyu Bai, Xiaoyun Zhou, Peng Wang, Jinzheng Cai, Yuankai Huo, Lingyun Huang, Yong Xia, Jing Xiao, Le Lu, Heping Hu, Adam P. Harrison","doi":"10.1007/978-3-030-87602-9_5","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_5","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"47 49","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132388474","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
FLAT-Net: Longitudinal Brain Graph Evolution Prediction from a Few Training Representative Templates FLAT-Net:基于几个训练代表性模板的纵向脑图进化预测
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_25
Guris Özen, Ahmed Nebli, I. Rekik
{"title":"FLAT-Net: Longitudinal Brain Graph Evolution Prediction from a Few Training Representative Templates","authors":"Guris Özen, Ahmed Nebli, I. Rekik","doi":"10.1007/978-3-030-87602-9_25","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_25","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"16 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":"113956964","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
Foreseeing Survival Through 'Fuzzy Intelligence': A Cognitively-Inspired Incremental Learning Based de novo Model for Breast Cancer Prognosis by Multi-Omics Data Fusion 通过“模糊智能”预测生存:基于多组学数据融合的基于认知启发的增量学习的乳腺癌预后从头模型
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_22
Aviral Chharia, Neeraj Kumar
{"title":"Foreseeing Survival Through 'Fuzzy Intelligence': A Cognitively-Inspired Incremental Learning Based de novo Model for Breast Cancer Prognosis by Multi-Omics Data Fusion","authors":"Aviral Chharia, Neeraj Kumar","doi":"10.1007/978-3-030-87602-9_22","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_22","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"71 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113970208","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
Quantifying the Predictive Uncertainty of Regression GNN Models Under Target Domain Shifts 目标域漂移下回归GNN模型预测不确定性的量化
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-16919-9_14
Selim Yürekli, Mehmet Arif Demirtas, I. Rekik
{"title":"Quantifying the Predictive Uncertainty of Regression GNN Models Under Target Domain Shifts","authors":"Selim Yürekli, Mehmet Arif Demirtas, I. Rekik","doi":"10.1007/978-3-031-16919-9_14","DOIUrl":"https://doi.org/10.1007/978-3-031-16919-9_14","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"79 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":"126182360","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
MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain 18F-FDG PET Imaging MISS-Net:使用脑18F-FDG PET成像进行MCI阶段预测的多视图对比变压器网络
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-16919-9_8
Anouar Kherchouche, O. B. Ahmed, C. Guillevin, B. Tremblais, C. Fernandez-Maloigne, R. Guillevin
{"title":"MISS-Net: Multi-view Contrastive Transformer Network for MCI Stages Prediction Using Brain 18F-FDG PET Imaging","authors":"Anouar Kherchouche, O. B. Ahmed, C. Guillevin, B. Tremblais, C. Fernandez-Maloigne, R. Guillevin","doi":"10.1007/978-3-031-16919-9_8","DOIUrl":"https://doi.org/10.1007/978-3-031-16919-9_8","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"41 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":"115438262","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
Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine 研究和量化图神经网络在预测医学中的可重复性
PRIME@MICCAI
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-87602-9_10
Mohammed Amine Gharsallaoui, Furkan Tornaci, I. Rekik
{"title":"Investigating and Quantifying the Reproducibility of Graph Neural Networks in Predictive Medicine","authors":"Mohammed Amine Gharsallaoui, Furkan Tornaci, I. Rekik","doi":"10.1007/978-3-030-87602-9_10","DOIUrl":"https://doi.org/10.1007/978-3-030-87602-9_10","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"61 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":"127534825","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
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