Prostate Simulation Model

Submodules

models.prostate.prostate module

Predicts the risk of prostate cancer based on input parameters such as PSA, presence of TRUS hypoechoic lesion, age, and prostate volume. Returns the risk level as ‘High Risk’ or ‘Low Risk’.

class biomodel.models.prostate.prostate.Prostate

Bases: CustomModel

Predicts the risk of prostate cancer based on input parameters such as PSA, presence of TRUS hypoechoic lesion, age, and prostate volume. Returns the risk level as ‘High Risk’ or ‘Low Risk’.

name = 'Prostate Garzotto et. al.'

predict(PSA: Float(id=4272032, minimum=0, maximum=10, name='Prostate Specific Antigen (ng/mL)'), TRUS_lesion: Bool(id=36684854, name='Presence of TRUS hypoechoic lesion'), age: AgeInt(id='age', minimum=20, maximum=100, name='Age'), prostate_volume: Float(id=4096978, minimum=1, maximum=200, name='Prostate Volume (mL)')) → str

Predicts the risk of prostate cancer based on input parameters such as PSA, presence of TRUS hypoechoic lesion, age, and prostate volume. Returns the risk level as ‘High Risk’ or ‘Low Risk’.

title = 'Prostate Cancer Risk Calculator'

Module contents