isitpuo_ANN is a deep artificial neural network that classifies uroflowmetry reports from boys with lower urinary tract symptoms and predicts the probability of finding the late-presenting posterior urethral valve if cystoscopy is performed.


This deep artificial neural network is for a research use only. Differential medical diagnosis and diagnostic workup should be guided by signs and symptoms, clinical course, medical history, and appropriate diagnostic tests according to the accepted guidelines. This neural network model is not validated as a diagnostic test for bladder outlet obstructions in both children and adults and should not be used as such.


Original study can be found here.

Cite as: Abdovic, S., Cuk, M., Cekada, N. et al. World J Urol (2018). https://doi.org/10.1007/s00345-018-2588-9

Test prediction: