Predictive quality assurance of a linear accelerator based on the machine performance check application using statistical process control and ARIMA forecast modeling

Author:

Puyati Wayo12,Khawne Amnach1,Barnes Michael34,Zwan Benjamin45,Greer Peter34,Fuangrod Todsaporn6

Affiliation:

1. Department of Computer Engineering Faculty of Engineering King Mongkut’s Institute of Technology Ladkrabang Bangkok10520Thailand

2. Department of Mathematics Statistics and Computer Faculty of Science Ubon Ratchathani University Ubon Ratchathani34190Thailand

3. Department of Radiation Oncology Calvary Mater Hospital Newcastle NSW2298Australia

4. School of Mathematical and Physical Sciences University of Newcastle Newcastle NSW2308Australia

5. Central Coast Cancer Centre Gosford Hospital Gosford NSW2250Australia

6. Faculty of Medicine and Public Health HRH Princess Chulabhorn College of Medical ScienceChulabhorn Royal Academy Bangkok10210Thailand

Publisher

Wiley

Subject

Radiology Nuclear Medicine and imaging,Instrumentation,Radiation

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1. The Quality Assurance of a 1.5 T MR-Linac;Seminars in Radiation Oncology;2024-01

2. Application and Challenges of Statistical Process Control in Radiation Therapy Quality Assurance;International Journal of Radiation Oncology*Biology*Physics;2024-01

3. Monitoring Variations in the Use of Automated Contouring Software;Practical Radiation Oncology;2024-01

4. IPEM topical report: results of a 2022 UK survey on the use of linac manufacturer integrated quality control (MIQC);Physics in Medicine & Biology;2023-12-12

5. Predictive quality assurance for ring gantry linear accelerator using deep learning and statistical process control;2023 18th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP);2023-11-27

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