Pub Date : 1900-01-01DOI: 10.1007/978-3-030-98253-9_23
Jiyeon Lee, Jimin Kang, E. Y. Shin, Regina E. Y. Kim, Minho Lee
{"title":"Dual-Path Connected CNN for Tumor Segmentation of Combined PET-CT Images and Application to Survival Risk Prediction","authors":"Jiyeon Lee, Jimin Kang, E. Y. Shin, Regina E. Y. Kim, Minho Lee","doi":"10.1007/978-3-030-98253-9_23","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_23","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"6 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":"131895977","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_7
S. M. Rezaeijo, A. Harimi, Mohammad R. Salmanpour
{"title":"Fusion-Based Automated Segmentation in Head and Neck Cancer via Advance Deep Learning Techniques","authors":"S. M. Rezaeijo, A. Harimi, Mohammad R. Salmanpour","doi":"10.1007/978-3-031-27420-6_7","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_7","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"36 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":"122721575","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_4
Hao Jiang, J. Haimerl, Xuejun Gu, W. Lu
{"title":"A General Web-Based Platform for Automatic Delineation of Head and Neck Gross Tumor Volumes in PET/CT Images","authors":"Hao Jiang, J. Haimerl, Xuejun Gu, W. Lu","doi":"10.1007/978-3-031-27420-6_4","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_4","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"27 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":"125816269","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_24
Baoqiang Ma, Yan Li, H. Chu, W. Tang, Luis Ricardo De la O. Arévalo, Jiapan Guo, P. V. Ooijen, S. Both, J. Langendijk, L. V. Dijk, N. Sijtsema
{"title":"Deep Learning and Radiomics Based PET/CT Image Feature Extraction from Auto Segmented Tumor Volumes for Recurrence-Free Survival Prediction in Oropharyngeal Cancer Patients","authors":"Baoqiang Ma, Yan Li, H. Chu, W. Tang, Luis Ricardo De la O. Arévalo, Jiapan Guo, P. V. Ooijen, S. Both, J. Langendijk, L. V. Dijk, N. Sijtsema","doi":"10.1007/978-3-031-27420-6_24","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_24","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"14 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":"133951043","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: 10.1007/978-3-030-67194-5_9
Kanchan Ghimire, Quan Chen, Xue Feng
{"title":"Patch-Based 3D UNet for Head and Neck Tumor Segmentation with an Ensemble of Conventional and Dilated Convolutions","authors":"Kanchan Ghimire, Quan Chen, Xue Feng","doi":"10.1007/978-3-030-67194-5_9","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_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":"127227636","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: 10.1007/978-3-030-67194-5_2
Simeng Zhu, Z. Dai, N. Wen
{"title":"Two-Stage Approach for Segmenting Gross Tumor Volume in Head and Neck Cancer with CT and PET Imaging","authors":"Simeng Zhu, Z. Dai, N. Wen","doi":"10.1007/978-3-030-67194-5_2","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_2","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"19 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":"127399825","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_6
A. Jain, Julia Huang, Yashwanth Ravipati, Gregory Cain, Aidan Boyd, Zezhong Ye, B. Kann
{"title":"Head and Neck Primary Tumor and Lymph Node Auto-segmentation for PET/CT Scans","authors":"A. Jain, Julia Huang, Yashwanth Ravipati, Gregory Cain, Aidan Boyd, Zezhong Ye, B. Kann","doi":"10.1007/978-3-031-27420-6_6","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_6","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":"131612923","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_15
Mingyuan Meng, Yige Peng, Lei Bi, Jinman Kim
{"title":"Multi-task Deep Learning for Joint Tumor Segmentation and Outcome Prediction in Head and Neck Cancer","authors":"Mingyuan Meng, Yige Peng, Lei Bi, Jinman Kim","doi":"10.1007/978-3-030-98253-9_15","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_15","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"39 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":"122335850","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_21
Zohaib Salahuddin, Yi Chen, X. Zhong, N. M. Rad, H. Woodruff, P. Lambin
{"title":"HNT-AI: An Automatic Segmentation Framework for Head and Neck Primary Tumors and Lymph Nodes in FDG- PET/CT Images","authors":"Zohaib Salahuddin, Yi Chen, X. Zhong, N. M. Rad, H. Woodruff, P. Lambin","doi":"10.1007/978-3-031-27420-6_21","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_21","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"57 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":"133150330","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_8
Yaying Shi, Xiaodong Zhang, Yonghong Yan
{"title":"Stacking Feature Maps of Multi-scaled Medical Images in U-Net for 3D Head and Neck Tumor Segmentation","authors":"Yaying Shi, Xiaodong Zhang, Yonghong Yan","doi":"10.1007/978-3-031-27420-6_8","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_8","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":"130016245","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}