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Factors affecting accuracy and precision in ultrasound guided radiotherapy
- Source :
- Physics and Imaging in Radiation Oncology, Vol 18, Iss, Pp 68-77 (2021), Physics and Imaging in Radiation Oncology
- Publication Year :
- 2021
- Publisher :
- Elsevier, 2021.
-
Abstract
- Background and purpose Transperineal ultrasound (TPUS) is used clinically for directly assessing prostate motion. Factors affecting accuracy and precision in TPUS motion estimation must be assessed to realise its full potential. Methods and materials Patients were imaged using volumetric TPUS during the Clarity-Pro trial (NCT02388308). Prostate motion was measured online at patient set-up and offline by experienced observers. Cone beam CT with markers was used as a comparator and observer performance was also quantified. The influence of different clinical factors was examined to establish specific recommendations towards efficacious ultrasound guided radiotherapy. Results From 330 fractions in 22 patients, offline observer random errors were 1.5 mm, 1.3 mm, 1.9 mm (left–right, superior-inferior, anteroposterior respectively). Errors increased in fractions exhibiting poor image quality to 3.3 mm, 3.3 mm and 6.8 mm. Poor image quality was associated with inconsistent probe placement, large anatomical changes and unfavourable imaging conditions within the patient. Online matching exhibited increased observer errors of: 3.2 mm, 2.9 mm and 4.7 mm. Four patients exhibited large systematic residual errors, of which three had poor quality images. Patient habitus showed no correlation with observer error, residual error, or image quality. Conclusions TPUS offers the unique potential to directly assess inter- and intra-fraction motion on conventional linacs. Inconsistent image quality, inexperienced operators and the pressures of the clinical environment may degrade precision and accuracy. Experienced operators are essential and cross-centre standards for training and QA should be established that build upon current guidance. Greater use of automation technologies may further minimise uncertainties.
- Subjects :
- Accuracy and precision
Observer (quantum physics)
Image quality
Computer science
medicine.medical_treatment
Image guidance
R895-920
Residual
030218 nuclear medicine & medical imaging
03 medical and health sciences
Medical physics. Medical radiology. Nuclear medicine
0302 clinical medicine
Motion estimation
Ultrasound
medicine
Radiology, Nuclear Medicine and imaging
Computer vision
Original Research Article
RC254-282
Radiation
Prostate cancer
business.industry
Treatment margins
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Ultrasound guided
Radiation therapy
030220 oncology & carcinogenesis
Artificial intelligence
Inter observer error
business
Subjects
Details
- Language :
- English
- ISSN :
- 24056316 and 02388308
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Physics and Imaging in Radiation Oncology
- Accession number :
- edsair.doi.dedup.....3ee5a6f30a6442514e248c8d1bce31f3