Automated Delineation of Head and Neck Organs at Risk Using Synthetic MRI‐aided Mask Scoring Regional Convolutional Neural Network

Prior Attention Enhanced Convolutional Neural Network Based Automatic Segmentation of Organs at Risk for Head and Neck Cancer Radiotherapy

IEEE Access ◽

10.1109/access.2020.3028038 ◽

2020 ◽

Vol 8 ◽

pp. 179018-179027

Author(s):

Haibin Chen ◽

Dongyun Huang ◽

Li Lin ◽

Zhenyu Qi ◽

Peiliang Xie ◽

...

Keyword(s):

Neural Network ◽

At Risk ◽

Head And Neck Cancer ◽

Convolutional Neural Network ◽

Head And Neck ◽

Neck Cancer ◽

Organs At Risk ◽

Automatic Segmentation ◽

Cancer Radiotherapy

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Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss

Neurocomputing ◽

10.1016/j.neucom.2021.01.135 ◽

2021 ◽

Author(s):

Wenhui Lei ◽

Haochen Mei ◽

Zhengwentai Sun ◽

Shan Ye ◽

Ran Gu ◽

...

Keyword(s):

Neural Network ◽

At Risk ◽

Convolutional Neural Network ◽

Head And Neck ◽

Organs At Risk ◽

Automatic Segmentation

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A convolutional neural network algorithm for automatic segmentation of head and neck organs at risk using deep lifelong learning

Medical Physics ◽

10.1002/mp.13495 ◽

2019 ◽

Vol 46 (5) ◽

pp. 2204-2213 ◽

Cited By ~ 15

Author(s):

Jason W. Chan ◽

Vasant Kearney ◽

Samuel Haaf ◽

Susan Wu ◽

Madeleine Bogdanov ◽

...

Keyword(s):

Neural Network ◽

At Risk ◽

Convolutional Neural Network ◽

Head And Neck ◽

Lifelong Learning ◽

Organs At Risk ◽

Automatic Segmentation ◽

Network Algorithm ◽

Neural Network Algorithm

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Deep convolutional neural network for segmentation of thoracic organs‐at‐risk using cropped 3D images

Medical Physics ◽

10.1002/mp.13466 ◽

2019 ◽

Vol 46 (5) ◽

pp. 2169-2180 ◽

Cited By ~ 18

Author(s):

Xue Feng ◽

Kun Qing ◽

Nicholas J. Tustison ◽

Craig H. Meyer ◽

Quan Chen

Keyword(s):

Neural Network ◽

At Risk ◽

Convolutional Neural Network ◽

Organs At Risk ◽

Deep Convolutional Neural Network ◽

3D Images

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Comparison of the automatic segmentation of multiple organs at risk in CT images of lung cancer between deep convolutional neural network-based and atlas-based techniques

Acta Oncologica ◽

10.1080/0284186x.2018.1529421 ◽

2018 ◽

Vol 58 (2) ◽

pp. 257-264 ◽

Cited By ~ 11

Author(s):

Jinhan Zhu ◽

Jun Zhang ◽

Bo Qiu ◽

Yimei Liu ◽

Xiaowei Liu ◽

...

Keyword(s):

Neural Network ◽

Lung Cancer ◽

At Risk ◽

Convolutional Neural Network ◽

Organs At Risk ◽

Automatic Segmentation ◽

Ct Images ◽

Deep Convolutional Neural Network ◽

Multiple Organs

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Segmentation of organs-at-risk in cervical cancer CT images with a convolutional neural network

Physica Medica ◽

10.1016/j.ejmp.2019.12.008 ◽

2020 ◽

Vol 69 ◽

pp. 184-191 ◽

Cited By ~ 9

Author(s):

Zhikai Liu ◽

Xia Liu ◽

Bin Xiao ◽

Shaobin Wang ◽

Zheng Miao ◽

...

Keyword(s):

Neural Network ◽

Cervical Cancer ◽

At Risk ◽

Convolutional Neural Network ◽

Organs At Risk ◽

Ct Images

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Automatic Segmentation of Clinical Target Volume and Organs-at-Risk for Breast Conservative Radiotherapy Using a Convolutional Neural Network

Cancer Management and Research ◽

10.2147/cmar.s330249 ◽

2021 ◽

Vol Volume 13 ◽

pp. 8209-8217

Author(s):

Zhikai Liu ◽

Fangjie Liu ◽

Wanqi Chen ◽

Yinjie Tao ◽

Xia Liu ◽

...

Keyword(s):

Neural Network ◽

At Risk ◽

Convolutional Neural Network ◽

Clinical Target Volume ◽

Organs At Risk ◽

Automatic Segmentation ◽

Target Volume

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Preliminary Clinical Study of the Differences Between Interobserver Evaluation and Deep Convolutional Neural Network-Based Segmentation of Multiple Organs at Risk in CT Images of Lung Cancer

Frontiers in Oncology ◽

10.3389/fonc.2019.00627 ◽

2019 ◽

Vol 9 ◽

Cited By ~ 1

Author(s):

Jinhan Zhu ◽

Yimei Liu ◽

Jun Zhang ◽

Yixuan Wang ◽

Lixin Chen

Keyword(s):

Neural Network ◽

Lung Cancer ◽

At Risk ◽

Clinical Study ◽

Convolutional Neural Network ◽

Organs At Risk ◽

Ct Images ◽

Deep Convolutional Neural Network ◽

Multiple Organs

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Deep Learning-Based Delineation of Head and Neck Organs at Risk: Geometric and Dosimetric Evaluation

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2019.02.040 ◽

2019 ◽

Vol 104 (3) ◽

pp. 677-684 ◽

Cited By ~ 15

Author(s):

Ward van Rooij ◽

Max Dahele ◽

Hugo Ribeiro Brandao ◽

Alexander R. Delaney ◽

Berend J. Slotman ◽

...

Keyword(s):

At Risk ◽

Deep Learning ◽

Head And Neck ◽

Organs At Risk

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Predicting Lymph Node Metastasis in Head and Neck Cancer by Combining Many-objective Radiomics and 3-dimensioal Convolutional Neural Network through Evidential Reasoning*

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2018.8513070 ◽

2018 ◽

Cited By ~ 4

Author(s):

Zhiguo Zhou ◽

Liyuan Chen ◽

David Sher ◽

Qiongwen Zhang ◽

Jennifer Shah ◽

...

Keyword(s):

Neural Network ◽

Head And Neck Cancer ◽

Lymph Node ◽

Lymph Node Metastasis ◽

Convolutional Neural Network ◽

Head And Neck ◽

Neck Cancer ◽

Evidential Reasoning ◽

Node Metastasis

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