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The Head and Neck Tumor Segmentation Using nnU-Net with Spatial and Channel 'Squeeze & Excitation' Blocks 基于空间和通道“挤压和激励”块的神经网络头颈部肿瘤分割
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-67194-5_3
Juanying Xie, Ying-ji Peng
{"title":"The Head and Neck Tumor Segmentation Using nnU-Net with Spatial and Channel 'Squeeze & Excitation' Blocks","authors":"Juanying Xie, Ying-ji Peng","doi":"10.1007/978-3-030-67194-5_3","DOIUrl":"https://doi.org/10.1007/978-3-030-67194-5_3","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":"126631801","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}
引用次数: 11
PET Normalizations to Improve Deep Learning Auto-Segmentation of Head and Neck Tumors in 3D PET/CT PET归一化改进3D PET/CT中头颈部肿瘤的深度学习自动分割
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_7
Jintao Ren, B. Huynh, A. R. Groendahl, O. Tomic, C. Futsaether, S. Korreman
{"title":"PET Normalizations to Improve Deep Learning Auto-Segmentation of Head and Neck Tumors in 3D PET/CT","authors":"Jintao Ren, B. Huynh, A. R. Groendahl, O. Tomic, C. Futsaether, S. Korreman","doi":"10.1007/978-3-030-98253-9_7","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_7","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"9 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":"128441518","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}
引用次数: 5
Deep Learning Based GTV Delineation and Progression Free Survival Risk Score Prediction for Head and Neck Cancer Patients 基于深度学习的GTV描述和头颈癌患者无进展生存风险评分预测
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_14
D. Lang, J. Peeken, S. Combs, J. Wilkens, S. Bartzsch
{"title":"Deep Learning Based GTV Delineation and Progression Free Survival Risk Score Prediction for Head and Neck Cancer Patients","authors":"D. Lang, J. Peeken, S. Combs, J. Wilkens, S. Bartzsch","doi":"10.1007/978-3-030-98253-9_14","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_14","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":"128897850","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}
引用次数: 4
A U-Net Convolutional Neural Network with Multiclass Dice Loss for Automated Segmentation of Tumors and Lymph Nodes from Head and Neck Cancer PET/CT Images 基于多类骰子损失的U-Net卷积神经网络用于头颈部肿瘤PET/CT图像的肿瘤和淋巴结自动分割
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-27420-6_10
Shadab Ahamed, L. Polson, A. Rahmim
{"title":"A U-Net Convolutional Neural Network with Multiclass Dice Loss for Automated Segmentation of Tumors and Lymph Nodes from Head and Neck Cancer PET/CT Images","authors":"Shadab Ahamed, L. Polson, A. Rahmim","doi":"10.1007/978-3-031-27420-6_10","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_10","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"34 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":"122176716","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}
引用次数: 0
A Coarse-to-Fine Framework for Head and Neck Tumor Segmentation in CT and PET Images 一种基于CT和PET图像的头颈部肿瘤粗到细分割框架
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_3
Chengyang An, Huai Chen, Lisheng Wang
{"title":"A Coarse-to-Fine Framework for Head and Neck Tumor Segmentation in CT and PET Images","authors":"Chengyang An, Huai Chen, Lisheng Wang","doi":"10.1007/978-3-030-98253-9_3","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_3","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"44 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":"133594181","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}
引用次数: 7
Self-supervised Multi-modality Image Feature Extraction for the Progression Free Survival Prediction in Head and Neck Cancer 自监督多模态图像特征提取用于头颈癌无进展生存预测
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_29
Baoqiang Ma, Jiapan Guo, A. D. Biase, N. Sourlos, Wei Tang, P. V. Ooijen, S. Both, N. Sijtsema
{"title":"Self-supervised Multi-modality Image Feature Extraction for the Progression Free Survival Prediction in Head and Neck Cancer","authors":"Baoqiang Ma, Jiapan Guo, A. D. Biase, N. Sourlos, Wei Tang, P. V. Ooijen, S. Both, N. Sijtsema","doi":"10.1007/978-3-030-98253-9_29","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_29","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"34 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":"121945641","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}
引用次数: 3
Head and Neck Cancer Localization with Retina Unet for Automated Segmentation and Time-To-Event Prognosis from PET/CT Images 基于视网膜Unet的PET/CT图像自动分割和事件预测头颈部肿瘤定位
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-27420-6_20
Yiling Wang, E. Lombardo, Lili Huang, C. Belka, M. Riboldi, C. Kurz, G. Landry
{"title":"Head and Neck Cancer Localization with Retina Unet for Automated Segmentation and Time-To-Event Prognosis from PET/CT Images","authors":"Yiling Wang, E. Lombardo, Lili Huang, C. Belka, M. Riboldi, C. Kurz, G. Landry","doi":"10.1007/978-3-031-27420-6_20","DOIUrl":"https://doi.org/10.1007/978-3-031-27420-6_20","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"47 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":"122300571","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}
引用次数: 0
Skip-SCSE Multi-scale Attention and Co-learning Method for Oropharyngeal Tumor Segmentation on Multi-modal PET-CT Images 多模态PET-CT图像口咽肿瘤分割的Skip-SCSE多尺度关注与共同学习方法
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_10
A. D. Biase, Wei Tang, N. Sourlos, Baoqiang Ma, Jiapan Guo, N. Sijtsema, P. V. Ooijen
{"title":"Skip-SCSE Multi-scale Attention and Co-learning Method for Oropharyngeal Tumor Segmentation on Multi-modal PET-CT Images","authors":"A. D. Biase, Wei Tang, N. Sourlos, Baoqiang Ma, Jiapan Guo, N. Sijtsema, P. V. Ooijen","doi":"10.1007/978-3-030-98253-9_10","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_10","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"37 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":"131442850","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}
引用次数: 8
Priori and Posteriori Attention for Generalizing Head and Neck Tumors Segmentation 广义头颈部肿瘤分割的先验和后验注意
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_12
Jiangshan Lu, Wenhui Lei, Ran Gu, Guotai Wang
{"title":"Priori and Posteriori Attention for Generalizing Head and Neck Tumors Segmentation","authors":"Jiangshan Lu, Wenhui Lei, Ran Gu, Guotai Wang","doi":"10.1007/978-3-030-98253-9_12","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_12","url":null,"abstract":"","PeriodicalId":305210,"journal":{"name":"HECKTOR@MICCAI","volume":"245 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":"134309086","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}
引用次数: 4
Comparing Deep Learning and Conventional Machine Learning for Outcome Prediction of Head and Neck Cancer in PET/CT 深度学习与传统机器学习在头颈癌PET/CT预后预测中的比较
HECKTOR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-98253-9_30
B. Huynh, Jintao Ren, A. R. Groendahl, O. Tomic, S. Korreman, C. Futsaether
{"title":"Comparing Deep Learning and Conventional Machine Learning for Outcome Prediction of Head and Neck Cancer in PET/CT","authors":"B. Huynh, Jintao Ren, A. R. Groendahl, O. Tomic, S. Korreman, C. Futsaether","doi":"10.1007/978-3-030-98253-9_30","DOIUrl":"https://doi.org/10.1007/978-3-030-98253-9_30","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":"114434070","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}
引用次数: 4
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