Pub Date : 1900-01-01DOI: 10.1007/978-3-031-27420-6_13
L. Rebaud, Thibault Escobar, Fahad Khalid, K. Girum, I. Buvat
{"title":"Simplicity Is All You Need: Out-of-the-Box nnUNet Followed by Binary-Weighted Radiomic Model for Segmentation and Outcome Prediction in Head and Neck PET/CT","authors":"L. Rebaud, Thibault Escobar, Fahad Khalid, K. Girum, I. Buvat","doi":"10.1007/978-3-031-27420-6_13","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_13","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"28 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":"116448484","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_24
Ángel Víctor Juanco-Müller, J. Mota, K. Goatman, C. Hoogendoorn
{"title":"Deep Supervoxel Segmentation for Survival Analysis in Head and Neck Cancer Patients","authors":"Ángel Víctor Juanco-Müller, J. Mota, K. Goatman, C. Hoogendoorn","doi":"10.1007/978-3-030-98253-9_24","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_24","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@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":"116475743","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_16
Alfonso Martinez-Larraz Solís, J. M. Asenjo, B. Á. Rodríguez
{"title":"PET/CT Head and Neck Tumor Segmentation and Progression Free Survival Prediction Using Deep and Machine Learning Techniques","authors":"Alfonso Martinez-Larraz Solís, J. M. Asenjo, B. Á. Rodríguez","doi":"10.1007/978-3-030-98253-9_16","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_16","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"40 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":"114443252","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_9
Tao Liu, Yixin Su, Jiabao Zhang, Tianqi Wei, Zhiyong Xiao
{"title":"3D U-Net Applied to Simple Attention Module for Head and Neck Tumor Segmentation in PET and CT Images","authors":"Tao Liu, Yixin Su, Jiabao Zhang, Tianqi Wei, Zhiyong Xiao","doi":"10.1007/978-3-030-98253-9_9","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_9","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"22 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":"129993237","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 : 1900-01-01DOI: 10.1007/978-3-031-27420-6_5
Anthony Wang, T. Bai, D. Nguyen, Steve B. Jiang
{"title":"Octree Boundary Transfiner: Efficient Transformers for Tumor Segmentation Refinement","authors":"Anthony Wang, T. Bai, D. Nguyen, Steve B. Jiang","doi":"10.1007/978-3-031-27420-6_5","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_5","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@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":"131076656","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 : 1900-01-01DOI: 10.1007/978-3-031-27420-6_3
Xiaoyue Sun, Chengyang An, Lisheng Wang
{"title":"A Coarse-to-Fine Ensembling Framework for Head and Neck Tumor and Lymph Segmentation in CT and PET Images","authors":"Xiaoyue Sun, Chengyang An, Lisheng Wang","doi":"10.1007/978-3-031-27420-6_3","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_3","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"76 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":"123636038","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 : 1900-01-01DOI: 10.1007/978-3-031-27420-6_19
Qing Lyu
{"title":"Combining nnUNet and AutoML for Automatic Head and Neck Tumor Segmentation and Recurrence-Free Survival Prediction in PET/CT Images","authors":"Qing Lyu","doi":"10.1007/978-3-031-27420-6_19","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_19","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"121 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":"121389920","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_19
Mohammad R. Salmanpour, G. Hajianfar, S. M. Rezaeijo, M. Ghaemi, A. Rahmim
{"title":"Advanced Automatic Segmentation of Tumors and Survival Prediction in Head and Neck Cancer","authors":"Mohammad R. Salmanpour, G. Hajianfar, S. M. Rezaeijo, M. Ghaemi, A. Rahmim","doi":"10.1007/978-3-030-98253-9_19","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_19","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"110 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":"123196133","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_6
Minjeong Cho, Yujin Choi, Donghwi Hwang, S. Yie, Hanvit Kim, J. S. Lee
{"title":"Multimodal Spatial Attention Network for Automatic Head and Neck Tumor Segmentation in FDG-PET and CT Images","authors":"Minjeong Cho, Yujin Choi, Donghwi Hwang, S. Yie, Hanvit Kim, J. S. Lee","doi":"10.1007/978-3-030-98253-9_6","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_6","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"63 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":"128546122","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 : 1900-01-01DOI: 10.1007/978-3-030-98253-9_20
Mehdi Fatan, Mahdi Hosseinzadeh, D. Askari, Hossein Sheikhi, S. M. Rezaeijo, Mohammad R. Salmanpour
{"title":"Fusion-Based Head and Neck Tumor Segmentation and Survival Prediction Using Robust Deep Learning Techniques and Advanced Hybrid Machine Learning Systems","authors":"Mehdi Fatan, Mahdi Hosseinzadeh, D. Askari, Hossein Sheikhi, S. M. Rezaeijo, Mohammad R. Salmanpour","doi":"10.1007/978-3-030-98253-9_20","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_20","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"36 7","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132900657","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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