ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}
ML-CDS@MICCAIPub Date : 1900-01-01DOI: 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}