Purpose: To develop a phantom method of image quality assessment for radiotherapy planning CT protocols (head and neck (H&N) and prostate) and validate results against clinical image quality. Test with data from different scanners and suggest protocol adjustments.
Methods: Macros measured patient water-equivalent diameter and noise from clinical CT images. Target transfer function (TTF), contrast, noise-power spectrum (NPS), detectability index and the edge visibility of a low contrast target were measured using Catphan 604 and bespoke phantoms. Ten centres scanned the phantoms with modified clinical protocols and collected data from patient images using the macros. Clinical experts, ranked the quality of images for contouring and correlated results against phantom metrics.
Results: Clinical image review showed a large range of results from different scanners for H&N scans and fewer differences for prostate. The phantom metrics best correlated with high clinical image scores were, for H&N: high TTF50 (r = 0.73, p = 0.003), contrast (r = 0.58, p = 0.003) and target edge visibility (r = 0.70, p = 0.004); for prostate: high TTF50 (r = 0.83, p = 0.002), low noise (r = 0.37, p = 0.26) and target edge visibility (r = 0.59, p = 0.05). Hence, optimal contrast, resolution and noise are important for good contouring image quality. Reconstruction kernel, field of view and noise, or X-ray tube current and rotation time, are possible parameters for adjustment.
Conclusions: This phantom method (using Catphan 604) was a good surrogate for clinical quality assessment of CT images for radiotherapy contouring. Results identified the poorest performing scanners, allowing recommendations for image quality improvement and confirming scan protocol optimisation is necessary in some centres.
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http://dx.doi.org/10.1016/j.ejmp.2025.104912 | DOI Listing |
Indian J Otolaryngol Head Neck Surg
January 2025
Department of Radiology, Hue University of Medicine and Pharmacy, Hue University, Hue, Vietnam.
Chronic rhinosinusitis is a prevalent condition characterized by inflammation of the nasal and paranasal sinus cavities, significantly impacting quality of life and healthcare utilization. Computed tomography imaging is vital in assessing anatomical variations that may contribute to chronic rhinosinusitis pathogenesis. This study aimed to identify anatomical variations in the nasal cavities and paranasal sinuses using CT imaging and explore their relationship with sinus mucosal abnormalities.
View Article and Find Full Text PDFFront Bioeng Biotechnol
February 2025
Brain Tumor Center & Neuro-Oncology Unit, Beth Israel Deaconess Medical Center, Boston, MA, United States.
Purpose: Tumor Treating Fields (TTFields) are delivered by transducer arrays applied to scalp or body surface for treatment of multiple malignancies. Dermatologic complications are thought to be related to hydrogel situated between the electrodes and scalp or skin to facilitate electric field penetration. High intensity of TTFields on these surfaces may also be a contributing factor.
View Article and Find Full Text PDFFront Cardiovasc Med
February 2025
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia, Cipto Mangunkusumo Hospital, Jakarta, Indonesia.
Background: Congenital heart disease (CHD) is a major contributor to morbidity and infant mortality and imposes the highest burden on global healthcare costs. Early diagnosis and prompt treatment of CHD contribute to enhanced neonatal outcomes and survival rates; however, there is a shortage of proficient examiners in remote regions. Artificial intelligence (AI)-powered ultrasound provides a potential solution to improve the diagnostic accuracy of fetal CHD screening.
View Article and Find Full Text PDFInt J Chron Obstruct Pulmon Dis
March 2025
Department of Internal Medicine, Skåne University Hospital, Malmö, Sweden, Lund University, Lund, Sweden.
Background: Severe alpha-1-antitrypsin deficiency (AATD) is a known risk factor for early development of emphysema and COPD. By the Swedish national screening program within the years 1972-74 a cohort of individuals with severe AATD (PiZZ) was identified and regularly followed up. The aim of this study was to investigate alveolar volume (V) and the ratio V/Total lung capacity (V/TLC) for the detection of signs of hyperinflation and ventilation heterogeneity in PiZZ individuals compared with an age-matched control group (phenotype PiMM), randomly selected from the population registry.
View Article and Find Full Text PDFEur Heart J Imaging Methods Pract
January 2025
British Heart Foundation Data Science Centre, Health Data Research UK, Gibbs Building, 215 Euston Road, London NW12BE, UK.
Aims: Federated learning and the creation of synthetic data are emerging tools, which may enhance the use of imaging data in cardiovascular research. This study sought to understand the perspectives of cardiovascular imaging researchers on the potential benefits and challenges associated with these technologies.
Methods And Results: The British Heart Foundation Data Science Centre conducted a series of online surveys and a virtual workshop to gather insights from stakeholders involved in cardiovascular imaging research about federated learning and synthetic data generation.
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