Smartphone Application For Effective Prostate Cancer Screening With Machine Learning Enhanced PSA-density Measurement
|Funding source(s): ||CR-UK Cancer Research UK|
| ||Start: 25-06-2022 / End: 30-09-2023|
| ||Amount: £66,298|
Prostate cancer (PCa) is the commonest male cancer. Prostate-specific antigen (PSA) testing is the first-line investigation used for referral to secondary care. Less than half of the 120,000 patients/year referred in the UK are ultimately diagnosed with PCa, highlighting the inefficiencies in the system, including the use of MRI as an expensive resource and biopsy as an invasive procedure. A common reason for raised PSA levels is benign gland overgrowth, and therefore PSA-density corrects for overgrowing gland volume, and therefore has utility for and indicating the presence of clinically significant cancer. Ultrasound (US) can measure gland volume provide such information, however, currently thisUS is currently performed in secondary care by specialized specialised practitioners, which increases costs and may delay cancer pathways. Making US volume calculations automated, cheap, and potentially available in primary care would avoid such limitations.
The aims of this project are to develop a prototype device for automated US measurement of prostate volume and validate performance in a patient cohort.