BiRCH SVM Model


This is a machine learning algorithm that predicts the probability of a PIRADS 4 or 5 lesion on prostate MRI in patients who have never had a prior prostate biopsy or in patients with at least one prior negative prostate biopsy.

Input1 Parameters

Age
4585
Age (years)
PSA
040
Prostate specific antigen (ng/mL)

Prostate Volume
15200
Estimated prostate volume (cc), using any formal imaging technique such as ultrasound, CT, or MRI by software calculation or ellipsoid equation