Patent ID: 11961619
Assignee: BRAIN TRUST INNOVATIONS I, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The method of claim 1, wherein:
the receiving of the plurality of input attributes of the new patient event further includes receiving a Digital Imaging and Communications in Medicine (DICOM) imaging file including patient identification and an array of pixel intensity data associated with a computed tomography (CT) scan;
the performing of pre-processing on the plurality of input attributes to generate an input data set further comprises further includes windowing values of the pixel intensity data outside of a predetermined range;
the generating an output value from a trained model based upon the input data set further includes generating a Hounsfield unit (HU) pixel intensity value of a pixel; and
the classifying the output value into a surgical intervention risk category to predict the outcome further includes classifying a patient event based upon the HU pixel intensity value.