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

Jason W. Chan; Vasant Kearney; Samuel Haaf; Susan Wu; Madeleine Bogdanov; Mariah Reddick; Nayha Dixit; Atchar Sudhyadhom; Josephine Chen; Sue S. Yom; Timothy D. Solberg

doi:10.1002/mp.13495

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

Medical Physics ◽

10.1002/mp.15146 ◽

2021 ◽

Author(s):

Xianjin Dai ◽

Yang Lei ◽

Tonghe Wang ◽

Jun Zhou ◽

Justin Roper ◽

...

Keyword(s):

Neural Network ◽

At Risk ◽

Convolutional Neural Network ◽

Head And Neck ◽

Organs At Risk ◽

Synthetic Mri

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A Convolutional Neural Network Algorithm Based on Rough Set Rule Extraction

2021 IEEE Asia-Pacific Conference on Image Processing, Electronics and Computers (IPEC) ◽

10.1109/ipec51340.2021.9421230 ◽

2021 ◽

Author(s):

Xuesi Ding

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Rough Set ◽

Rule Extraction ◽

Network Algorithm ◽

Neural Network Algorithm

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Deep learning with a convolutional neural network algorithm for automated detection of urinary tract stones using abdominal X-ray image

European Urology Supplements ◽

10.1016/s1569-9056(19)30778-x ◽

2019 ◽

Vol 18 (1) ◽

pp. e1077-e1078 ◽

Cited By ~ 1

Author(s):

J. Ishioka ◽

M. Kobayashi ◽

M. Fujiwara ◽

N. Kawamura ◽

T. Okuno ◽

...

Keyword(s):

Neural Network ◽

Deep Learning ◽

Urinary Tract ◽

Convolutional Neural Network ◽

Automated Detection ◽

X Ray ◽

Network Algorithm ◽

Urinary Tract Stones ◽

Neural Network Algorithm

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Research on Application of Convolutional Neural Network Algorithm

Journal of Physics Conference Series ◽

10.1088/1742-6596/1952/4/042023 ◽

2021 ◽

Vol 1952 (4) ◽

pp. 042023

Author(s):

Ling Ye ◽

Peng Yin

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Network Algorithm ◽

Neural Network Algorithm ◽

Research On Application

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Classification of Batik Authenticity Using Convolutional Neural Network Algorithm with Transfer Learning Method

10.1109/icic54025.2021.9632937 ◽

2021 ◽

Author(s):

Farrel Athaillah Putra ◽

Dwi Anggun Cahyati Jamil ◽

Briliantino Abhista Prabandanu ◽

Suhaili Faruq ◽

Firsta Adi Pradana ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Learning Method ◽

Network Algorithm ◽

Neural Network Algorithm

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Brain Tumor Detection by Using Convolutional Neural Network Algorithm

Journal of Xidian University ◽

10.37896/jxu14.4/420 ◽

2020 ◽

Vol 14 (4) ◽

Keyword(s):

Neural Network ◽

Brain Tumor ◽

Convolutional Neural Network ◽

Tumor Detection ◽

Network Algorithm ◽

Neural Network Algorithm

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