Pub Date : 2020-10-08DOI: 10.1007/978-3-030-59354-4_7
D. Won, Sion An, Sang Hyun Park, Dong Hye Ye
{"title":"Low-Dose CT Denoising Using Octave Convolution with High and Low Frequency Bands","authors":"D. Won, Sion An, Sang Hyun Park, Dong Hye Ye","doi":"10.1007/978-3-030-59354-4_7","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_7","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"140 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115541003","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}
Pub Date : 2020-10-08DOI: 10.1007/978-3-030-59354-4_8
Euijin Jung, Miguel Luna, Sanghyun Park
{"title":"Conditional Generative Adversarial Network for Predicting 3D Medical Images Affected by Alzheimer's Diseases","authors":"Euijin Jung, Miguel Luna, Sanghyun Park","doi":"10.1007/978-3-030-59354-4_8","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_8","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114703062","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}
Pub Date : 2020-10-08DOI: 10.1007/978-3-030-59354-4_18
S. Rabinovici-Cohen, A. Abutbul, X. Fernández, O. H. Cubelos, Shaked Perek, Tal Tlusty
{"title":"Multimodal Prediction of Breast Cancer Relapse Prior to Neoadjuvant Chemotherapy Treatment","authors":"S. Rabinovici-Cohen, A. Abutbul, X. Fernández, O. H. Cubelos, Shaked Perek, Tal Tlusty","doi":"10.1007/978-3-030-59354-4_18","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_18","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114177269","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}
Pub Date : 2020-10-08DOI: 10.1007/978-3-030-59354-4_4
Ludivine Morvan, C. Nanni, Anne-Victoire Michaud, B. Jamet, C. Bailly, C. Bodet-Milin, S. Chauvie, C. Touzeau, P. Moreau, E. Zamagni, F. Kraeber-Bodéré, T. Carlier, D. Mateus
{"title":"Learned Deep Radiomics for Survival Analysis with Attention","authors":"Ludivine Morvan, C. Nanni, Anne-Victoire Michaud, B. Jamet, C. Bailly, C. Bodet-Milin, S. Chauvie, C. Touzeau, P. Moreau, E. Zamagni, F. Kraeber-Bodéré, T. Carlier, D. Mateus","doi":"10.1007/978-3-030-59354-4_4","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_4","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130448062","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}
Pub Date : 2020-09-28DOI: 10.1007/978-3-030-59354-4_14
Ahmed Nebli, Uğur Ali Kaplan, I. Rekik
{"title":"Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint","authors":"Ahmed Nebli, Uğur Ali Kaplan, I. Rekik","doi":"10.1007/978-3-030-59354-4_14","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_14","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128716628","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}
Pub Date : 2020-09-24DOI: 10.1007/978-3-030-59354-4_10
Alin Banka, Inis Buzi, I. Rekik
{"title":"Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification","authors":"Alin Banka, Inis Buzi, I. Rekik","doi":"10.1007/978-3-030-59354-4_10","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_10","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"48 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131922291","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}
Pub Date : 2020-09-23DOI: 10.1007/978-3-030-59354-4_11
Zeynep Gürler, Ahmed Nebli, I. Rekik
{"title":"Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer","authors":"Zeynep Gürler, Ahmed Nebli, I. Rekik","doi":"10.1007/978-3-030-59354-4_11","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_11","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"930 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127018535","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}
Pub Date : 2020-09-23DOI: 10.1007/978-3-030-59354-4_5
Hanwool Park, Amirhossein Bayat, M. Sabokrou, J. Kirschke, Bjoern H Menze
{"title":"Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging","authors":"Hanwool Park, Amirhossein Bayat, M. Sabokrou, J. Kirschke, Bjoern H Menze","doi":"10.1007/978-3-030-59354-4_5","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_5","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124529321","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}
Pub Date : 2020-07-26DOI: 10.1007/978-3-030-59354-4_15
H. Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen
{"title":"Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction","authors":"H. Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen","doi":"10.1007/978-3-030-59354-4_15","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_15","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115126945","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}
Pub Date : 2020-05-19DOI: 10.1007/978-3-030-59354-4_19
Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Z. Xue, Qian Wang, D. Shen, Lichi Zhang
{"title":"A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency","authors":"Jiayu Huo, Liping Si, Xi Ouyang, Kai Xuan, Weiwu Yao, Z. Xue, Qian Wang, D. Shen, Lichi Zhang","doi":"10.1007/978-3-030-59354-4_19","DOIUrl":"https://doi.org/10.1007/978-3-030-59354-4_19","url":null,"abstract":"","PeriodicalId":344481,"journal":{"name":"PRIME@MICCAI","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116984850","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}
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