A method of using deep learning to predict three‐dimensional dose distributions for intensity‐modulated radiotherapy of rectal cancer-Reference-Cited by-同舟云学术

A method of using deep learning to predict three‐dimensional dose distributions for intensity‐modulated radiotherapy of rectal cancer

Published:2020-04-13 Issue:5 Volume:21 Page:26-37
ISSN:1526-9914
Container-title:Journal of Applied Clinical Medical Physics
language:en
Short-container-title:J Appl Clin Med Phys

Author:

Zhou Jieping¹²,Peng Zhao³,Song Yuchen³,Chang Yankui³,Pei Xi³⁴,Sheng Liusi²,Xu X. George³⁵

Affiliation:

1. Department of Radiation Oncology The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine University of Science and Technology of China Hefei Anhui China

2. National Synchrotron Radiation Laboratory University of Science and Technology of China Hefei Anhui China

3. Department of Engineering and Applied Physics School of Physics University of Science and Technology of China Hefei Anhui China

4. Anhui Wisdom Technology Company Limited Hefei Anhui China

5. Nuclear and Biomedical Engineering Rensselaer Polytechnic Institute Troy NY USA

Funder

University of Science and Technology of China

National Natural Science Foundation of China

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging,Instrumentation,Radiation

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/acm2.12849

Reference48 articles.

1. Intensity-modulated radiotherapy versus conventional and 3D conformal radiotherapy in patients with head and neck cancer: Is there a worthwhile quality of life gain?

2. Intensity-Modulated Radiotherapy in the Standard Management of Head and Neck Cancer: Promises and Pitfalls

3. Intensity-Modulated Radiotherapy Reduces Radiation-Induced Morbidity and Improves Health-Related Quality of Life: Results of a Nonrandomized Prospective Study Using a Standardized Follow-Up Program

4. Can All Centers Plan Intensity-Modulated Radiotherapy (IMRT) Effectively? An External Audit of Dosimetric Comparisons Between Three-Dimensional Conformal Radiotherapy and IMRT for Adjuvant Chemoradiation for Gastric Cancer

5. Multicriteria optimization of the spatial dose distribution

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