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Validation of a Machine Learning Model Based on MR for the Prediction of Prostate Cancer

Recruitingn/aAges 18 Years - anyAllIRCCS Azienda Ospedaliero-Universitaria di Bologna
NCT06773598 on ClinicalTrials.gov ↗
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In plain words

What the trial is, and whether it could suit you

The goal of this observational study is to validate a clinically significant predictive machine learning model based on the processing of images RMmp (Multiparametric Magnetic Resonance Imaging). To be validated the model should be evaluated on: * Specificity (SP): is the probability of a negative test result, conditioned on the individual truly being negative * Sensitivity (SN): is the probability of a positive test result, conditioned on the individual truly being positive

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📋 Eligibility rules (as published)
Inclusion Criteria: * Participants aged 18 at the time of examination * Obtaining informed consent * Presence of one or more lesions classified as PI-RADSv2.1 ≥ 1 at a prostate RMmp at the IRCCS Azienda Ospedaliero-Universitaria in Bologna * Indication for TRUS biopsy by fusion technique integrated with systematic biopsy at the IRCCS Azienda Ospedaliero-Universitaria in Bologna Exclusion Criteria: * Previous prostate surgery or hormone therapy * Technically sub-optimal investigations for the presence of artifacts (hip prosthesis, movement of the endorectal probe, etc.)
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What it tests

  • Not listed
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Where

1 site
IRCCS Azienda Ospedaliero-Universitaria di Bologna
Bologna, Italy
🤝 Taking part is your choice, and you can leave at any time. Only the trial team can confirm you are eligible — always decide together with your own doctor.
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