Applications of artificial intelligence for machine-and patient-specific quality assurance in radiation therapy: current status and future directions
T Ono, H Iramina, H Hirashima, T Adachi… - Journal of Radiation …, 2024 - academic.oup.com
Abstract Machine-and patient-specific quality assurance (QA) is essential to ensure the
safety and accuracy of radiotherapy. QA methods have become complex, especially in high …
safety and accuracy of radiotherapy. QA methods have become complex, especially in high …
Prospective deployment of an automated implementation solution for artificial intelligence translation to clinical radiation oncology
Introduction Artificial intelligence (AI)-based technologies embody countless solutions in
radiation oncology, yet translation of AI-assisted software tools to actual clinical …
radiation oncology, yet translation of AI-assisted software tools to actual clinical …
Detection of suboptimal IMRT treatment plan using machine learning on radiomics features of dose distribution for lung cancers
J Valerian, DSK Sihono - Radiation Physics and Chemistry, 2023 - Elsevier
Quality assurance in radiotherapy is an important process so that the use of radiation
provides maximum benefits. Currently, the implementation of machine learning (ML) in the …
provides maximum benefits. Currently, the implementation of machine learning (ML) in the …
Artificial Intelligence-Assisted Delineation for Postoperative Radiotherapy in Patients with Lung Cancer: A Prospective, Multi-Center, Cohort Study
Z Han, Y Wang, W Wang, T Zhang, J Wang… - Multi-Center, Cohort … - papers.ssrn.com
Background: Postoperative radiotherapy (PORT) is an important treatment for lung cancer
patients with poor prognostic features, but accurate delineation of the clinical target volume …
patients with poor prognostic features, but accurate delineation of the clinical target volume …
Kalman Filter in Quality Assurance in Radiotherapy: A Practical Application for Daily Dose Quality Control
JB Billet, C Mazzara, A Barraud, D Reynard - Available at SSRN 5001876 - papers.ssrn.com
This study proposes to improve the daily dose quality control of radiotherapy equipment with
a Kalman filter approach. The entire radiation production system is then considered as a …
a Kalman filter approach. The entire radiation production system is then considered as a …
[HTML][HTML] Home Evolving Standards of Care Artificial Intelligence in Thoracic Radiation Oncology: Patient Evaluation and Treatment Planning
Author's Note: Our previous article, Demystifying AI: Current Insights on Artificial Intelligence
in Thoracic Oncology, reviews the foundational principles of AI, AI methods, and the role of …
in Thoracic Oncology, reviews the foundational principles of AI, AI methods, and the role of …