MACHINE LEARNING ON UNPROCESSED MEDICAL IMAGING DATA FOR SUPPORT OF CLINICAL DECISION MAKING Russian patent published in 2022 - IPC G16H30/40 

FIELD: diagnostics.

SUBSTANCE: group of inventions relates to a device for diagnostics based on unprocessed data for medical diagnostics of unprocessed medical imaging data generated by a medical imaging device, in contrast to medical diagnostics of a medical image usually restored from unprocessed medical imaging data. During the operation, the device for diagnostics based on unprocessed data contains a controller of diagnostics based on medical imaging, implementing a preprocessor of dimension reduction for selection or extraction of one or several vectors of signs with reduced dimension from unprocessed medical imaging data, and then implementing an artificial-intelligence device for diagnostics based on unprocessed data for visual reproduction of a diagnostic assessment of unprocessed medical imaging data, represented by feature vector(s) with reduced dimension. The controller of diagnostics based on medical imaging can then control the transmission of the diagnostic assessment of unprocessed medical imaging data.

EFFECT: group of inventions provides for the implementation of support of clinical decision making by determination of a medical diagnosis based on unprocessed medical imaging data in its initial reception state.

17 cl, 24 dwg, 2 tbl