Pub Date : 2020-12-28DOI: 10.1007/978-3-030-67194-5_7
Jun Ma, Xiaoping Yang
{"title":"Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images","authors":"Jun Ma, Xiaoping Yang","doi":"10.1007/978-3-030-67194-5_7","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_7","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127387049","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_4
A. Qayyum, A. Benzinou, Moona Mazher, M. Abdel-Nasser, D. Puig
{"title":"Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model","authors":"A. Qayyum, A. Benzinou, Moona Mazher, M. Abdel-Nasser, D. Puig","doi":"10.1007/978-3-030-98253-9_4","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_4","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"80 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":"115236986","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_21
G. Murugesan, E. Brunner, Diana McCrumb, J. Kumar, Jeff VanOss, Stephen Moore, Anderson Peck, Anthony Chang
{"title":"Head and Neck Primary Tumor Segmentation Using Deep Neural Networks and Adaptive Ensembling","authors":"G. Murugesan, E. Brunner, Diana McCrumb, J. Kumar, Jeff VanOss, Stephen Moore, Anderson Peck, Anthony Chang","doi":"10.1007/978-3-030-98253-9_21","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_21","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"17 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":"125282165","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_23
Mohammad R. Salmanpour, G. Hajianfar, Mahdi Hosseinzadeh, S. M. Rezaeijo, M. Hosseini, Ehsanhosein Kalatehjari, A. Harimi, A. Rahmim
{"title":"Deep Learning and Machine Learning Techniques for Automated PET/CT Segmentation and Survival Prediction in Head and Neck Cancer","authors":"Mohammad R. Salmanpour, G. Hajianfar, Mahdi Hosseinzadeh, S. M. Rezaeijo, M. Hosseini, Ehsanhosein Kalatehjari, A. Harimi, A. Rahmim","doi":"10.1007/978-3-031-27420-6_23","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_23","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"124 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":"131915423","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_8
Juanying Xie, Ying-ji Peng
{"title":"The Head and Neck Tumor Segmentation Based on 3D U-Net","authors":"Juanying Xie, Ying-ji Peng","doi":"10.1007/978-3-030-98253-9_8","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_8","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"52 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":"132222202","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_22
Jianan Chen, Anne L. Martel
{"title":"Head and Neck Tumor Segmentation with 3D UNet and Survival Prediction with Multiple Instance Neural Network","authors":"Jianan Chen, Anne L. Martel","doi":"10.1007/978-3-031-27420-6_22","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_22","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"12 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":"123959742","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_9
Agustina La Greca Saint-Esteven, L. Motisi, P. Balermpas, S. Tanadini-Lang
{"title":"A Fine-Tuned 3D U-Net for Primary Tumor and Affected Lymph Nodes Segmentation in Fused Multimodal Images of Oropharyngeal Cancer","authors":"Agustina La Greca Saint-Esteven, L. Motisi, P. Balermpas, S. Tanadini-Lang","doi":"10.1007/978-3-031-27420-6_9","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_9","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":"122359702","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_6
Huai Chen, Haibin Chen, Lisheng Wang
{"title":"Iteratively Refine the Segmentation of Head and Neck Tumor in FDG-PET and CT Images","authors":"Huai Chen, Haibin Chen, Lisheng Wang","doi":"10.1007/978-3-030-67194-5_6","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_6","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"104 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":"131653976","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_8
C. Rao, Suraj Pai, I. Hadzic, I. Zhovannik, D. Bontempi, A. Dekker, J. Teuwen, A. Traverso
{"title":"Oropharyngeal Tumour Segmentation Using Ensemble 3D PET-CT Fusion Networks for the HECKTOR Challenge","authors":"C. Rao, Suraj Pai, I. Hadzic, I. Zhovannik, D. Bontempi, A. Dekker, J. Teuwen, A. Traverso","doi":"10.1007/978-3-030-67194-5_8","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_8","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"129 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":"122761094","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_1
V. Andrearczyk, Valentin Oreiller, Mario Jreige, M. Vallières, J. Castelli, H. Elhalawani, S. Boughdad, J. Prior, A. Depeursinge
{"title":"Overview of the HECKTOR Challenge at MICCAI 2020: Automatic Head and Neck Tumor Segmentation in PET/CT","authors":"V. Andrearczyk, Valentin Oreiller, Mario Jreige, M. Vallières, J. Castelli, H. Elhalawani, S. Boughdad, J. Prior, A. Depeursinge","doi":"10.1007/978-3-030-67194-5_1","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_1","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":"131636169","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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