Patent ID: 11864944
Assignee: GEISINGER CLINIC
Field: Medical technology (Instruments)
Classification: CPC A  G | IPC A  G

Claim 28:
29. A system, comprising:
at least one processor coupled to at least one memory comprising instructions, the at least one processor executing the instructions to:
receive an echocardiographic video of a heart associated with a patient;
provide the echocardiographic video to a trained neural network, the trained neural network being trained to generate a mortality risk score based on input echocardiographic video;
receive a mortality risk score associated with the patient from the trained neural network; and
output the mortality risk score associated with the patient to at least one of a memory or a display for viewing by a medical practitioner or healthcare administrator,
wherein the trained neural network includes at least a first layer and a second layer, the first layer trained to generate, based on input echocardiographic video having first video dimensions, a first layer output having output dimensions that are different from the first video dimensions, and the second layer trained to generate, at least partially based on the first layer output, a mortality risk score.