Evaluation of the accuracy of heart dose prediction by machine learning for selecting patients not requiring deep inspiration breath‑hold radiotherapy after breast cancer surgery-Reference-Cited by-同舟云学术

Evaluation of the accuracy of heart dose prediction by machine learning for selecting patients not requiring deep inspiration breath‑hold radiotherapy after breast cancer surgery

Published:2023-10-02 Issue:5 Volume:26 Page:
ISSN:1792-0981
Container-title:Experimental and Therapeutic Medicine
language:
Short-container-title:Exp Ther Med

Author:

Kamizaki Ryo¹,Kuroda Masahiro¹,Al‑Hammad Wlla²,Tekiki Nouha²,Ishizaka Hinata¹,Kuroda Kazuhiro¹,Sugimoto Kohei¹,Oita Masataka³,Tanabe Yoshinori¹,Barham Majd⁴,Sugianto Irfan⁵,Nakamitsu Yuki¹,Hirano Masaki¹,Muto Yuki¹,Ihara Hiroki⁶,Sugiyama Soichi⁷

Affiliation:

1. Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, Okayama 700‑8558, Japan

2. Department of Oral and Maxillofacial Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama 700‑8558, Japan

3. Graduate School of Interdisciplinary Sciences and Engineering in Health Systems, Okayama University, Okayama 770‑8558, Japan

4. Department of Dentistry and Dental Surgery, College of Medicine and Health Sciences, An‑Najah National University, Nablus 44839, Palestine,

5. Department of Oral Radiology, Faculty of Dentistry, Hasanuddin University, Sulawesi 90245, Indonesia

6. Department of Radiology, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama 700‑8558, Japan

7. Department of Proton Beam Therapy, Faculty of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama 700‑8558, Japan

Publisher

Spandidos Publications

Subject

Cancer Research,Immunology and Microbiology (miscellaneous),General Medicine

Reference28 articles.

1. Effects of radiotherapy and of differences in the extent of surgery for early breast cancer on local recurrence and 15-year survival: An overview of the randomised trials;Clarke;Lancet,2005

2. Effect of radiotherapy after breast-conserving surgery on 10-year recurrence and 15-year breast cancer death: Meta-analysis of individual patient data for 10,801 women in 17 randomised trials;Darby;Lancet,2011

3. Cardiac death after breast radiotherapy and the QUANTEC cardiac guidelines;Beaton;Clin Transl Radiat Oncol,2019

4. Comparison of deep inspiration breath hold versus free breathing in radiotherapy for left sided breast cancer;Lu;Front Oncol,2022

5. Deep inspiration breath hold reduces the mean heart dose in left breast cancer radiotherapy;Falco;Radiol Oncol,2021