Research Articie
11 July 2021
Dosimetric Impact of Physician Style Variations in Contouring CTV for Postoperative Prostate Cancer: A Deep Learning–Based Simulation Study
Anjali Balagopal
1
,
Dan Nguyen
2
,
Maryam Mashayekhi
3
,
Howard Morgan
4
,
Aurelie Garant
5
,
Neil Desai
6
,
Raquibul Hannan
7
,
Mu-Han Lin
8
,
Steve Jiang
9
show author's information
- 1 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 2 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 3 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 4 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 5 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 6 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 7 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 8 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
- 9 : Medical Artificial Intelligence and Automation (MAIA) Laboratory and Department of Radiation Oncology, UT Southwestern Medical Center, 2280 Inwood Road, Dallas, TX, 75390-9303, USA
DOI:
https://doi.org/10.2991/jaims.d.210623.001
Keywords:
Treatment planning; Radiation therapy; Postoperative prostate cancer; Clinical tumor volume; Clinical workflow simulation; Deep learning
Cite this article:
Balagopal A, Nguyen D, Mashayekhi M, Morgan H, Garant A, Desai N, Hannan R, Lin M-H, Jiang S. Dosimetric Impact of Physician Style Variations in Contouring CTV for Postoperative Prostate Cancer: A Deep Learning–Based Simulation Study. JAIMS [Internet]. 2021;2(1-2):85-96
