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

Claim 0:
1. A method comprising:
receiving an echocardiographic video of a heart associated with a patient;
providing 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;
receiving a mortality risk score associated with the patient from the trained neural network; and
outputting 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.