Convolutional neural network enhancement of fast-scan low-dose cone-beam CT images for head and neck radiotherapy

Head And Neck ◽

Low Dose ◽

Cone Beam Ct ◽

Ct Images ◽

Cone Beam ◽

Head And Neck Radiotherapy

Classification of alveolar bone density using 3-D deep convolutional neural network in the cone-beam CT images: A 6-month clinical study

Measurement ◽

10.1016/j.measurement.2019.106945 ◽

2019 ◽

Vol 148 ◽

pp. 106945 ◽

Cited By ~ 2

Author(s):

Majid Memarian Sorkhabi ◽

Maryam Saadat Khajeh

Keyword(s):

Neural Network ◽

Clinical Study ◽

Bone Density ◽

Alveolar Bone ◽

Cone Beam Ct ◽

Ct Images ◽

Deep Convolutional Neural Network ◽

Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment ◽

Convolutional neural network-based anthropomorphic model observer for breast cone-beam CT images

10.1117/12.2549168 ◽

2020 ◽

Cited By ~ 1

Author(s):

Byeongjoon Kim ◽

Minah Han ◽

Jongduk Baek

Keyword(s):

Neural Network ◽

Cone Beam Ct ◽

Ct Images ◽

Cone Beam ◽

Model Observer

Evaluation of deformable image registration for contour propagation between CT and cone-beam CT images in adaptive head and neck radiotherapy

Technology and Health Care ◽

10.3233/thc-161204 ◽

2016 ◽

Vol 24 (s2) ◽

pp. S747-S755 ◽

Cited By ~ 8

Author(s):

X. Li ◽

Y.Y. Zhang ◽

Y.H. Shi ◽

L.H. Zhou ◽

X. Zhen

Keyword(s):

Image Registration ◽

Head And Neck ◽

Cone Beam Ct ◽

Deformable Image Registration ◽

Ct Images ◽

Cone Beam ◽

Contour Propagation ◽

Head And Neck Radiotherapy

Investigation on slice direction dependent denoising performance of convolutional neural network in cone-beam CT images

Medical Imaging 2019: Physics of Medical Imaging ◽

10.1117/12.2512186 ◽

2019 ◽

Author(s):

Eunhyeok Lee ◽

Byeongjoon Kim ◽

Jongduk Baek

Keyword(s):

Neural Network ◽

Cone Beam Ct ◽

Ct Images ◽

Automatic detection of inflammatory maxillary sinus lesions on low-dose cone-beam CT using convolutional neural network

10.26226/morressier.60dc80a65d86378f03b411b9 ◽

2021 ◽

Author(s):

Lun M. Wong ◽

Kuo-Feng HUNG ◽

Qi-Yong, Ai ◽

Yui Ya, Leung ◽

Ann Dorothy King

Keyword(s):

Neural Network ◽

Maxillary Sinus ◽

Low Dose ◽

Cone Beam Ct ◽

Automatic Detection ◽

Slice-wise reconstruction for low-dose cone-beam CT using a deep residual convolutional neural network

Nuclear Science and Techniques ◽

10.1007/s41365-019-0581-7 ◽

2019 ◽

Vol 30 (4) ◽

Cited By ~ 4

Author(s):

Hong-Kai Yang ◽

Kai-Chao Liang ◽

Ke-Jun Kang ◽

Yu-Xiang Xing

Keyword(s):

Neural Network ◽

Low Dose ◽

Cone Beam Ct ◽

A convolutional neural network for estimating cone-beam CT intensity deviations from virtual CT projections

Physics in Medicine and Biology ◽

10.1088/1361-6560/ac27b6 ◽

2021 ◽

Author(s):

Branimir Rusanov ◽

Martin Andrew Ebert ◽

Godfrey Mukwada ◽

Ghulam Mubashar Hassan ◽

Mahsheed Sabet

Keyword(s):

Neural Network ◽

Cone Beam Ct ◽

Cone Beam ◽

Virtual Ct

Deep scatter estimation (DSE): feasibility of using a deep convolutional neural network for real-time x-ray scatter prediction in cone-beam CT

Medical Imaging 2018: Physics of Medical Imaging ◽

10.1117/12.2292919 ◽

2018 ◽

Cited By ~ 11

Author(s):

Joscha Maier ◽

Stefan Sawall ◽

Marc Kachelriess ◽

Yannick Berker

Keyword(s):

Neural Network ◽

Real Time ◽

Cone Beam Ct ◽

Deep Convolutional Neural Network ◽

Cone Beam ◽

X Ray

Correction of megavoltage cone-beam CT images for dose calculation in the head and neck region

Medical Physics ◽

10.1118/1.2839146 ◽

2008 ◽

Vol 35 (3) ◽

pp. 900-907 ◽

Cited By ~ 19

Author(s):

Jean-François Aubry ◽

Jean Pouliot ◽

Luc Beaulieu

Keyword(s):

Head And Neck ◽

Cone Beam Ct ◽

Dose Calculation ◽

Neck Region ◽

Ct Images ◽

Cone Beam ◽

Head And Neck Region ◽

Megavoltage Cone Beam Ct

A performance comparison of convolutional neural network‐based image denoising methods: The effect of loss functions on low‐dose CT images

Medical Physics ◽

10.1002/mp.13713 ◽

2019 ◽

Vol 46 (9) ◽

pp. 3906-3923 ◽

Cited By ~ 3

Author(s):

Byeongjoon Kim ◽

Minah Han ◽

Hyunjung Shim ◽

Jongduk Baek

Keyword(s):

Neural Network ◽

Image Denoising ◽

Low Dose ◽

Ct Images ◽

Performance Comparison ◽

Loss Functions ◽

Low Dose Ct ◽

A Performance