Automatic assessment of radiological unexpected cases

This software provides an automatic system for the detection of unexpected findings in radiological reports in Spanish.

Regarding radiological reports, unexpected findings are the set of radiological signs identified at a certain imaging modality exam that meet two characteristics: they are not apparently related with the a priori expected results of the radiological exam and involve a clinical emergency or urgency situation that must be reported shortly to the prescribing physician or another medical specialist as well as to the patient in order to preserve life and/or prevent dangerous occurrences. 

The application has an automatic machine learning system based on neural networks that provide different outputs depending on the inputs allowed.