Patent ID: 11869187
Assignee: JOHNSON & JOHNSON ENTERPRISE INNOVATION INC.
Field: Medical technology (Instruments)
Classification: CPC G  A | IPC A  G

Claim 0:
1. A method for predicting one or more future risks of lung cancer for a subject, the method comprising:
obtaining one or more images captured from the subject;
analyzing, by a neural network, the obtained one or more images to predict one or more future risks of lung cancer for the subject, wherein the neural network is trained with a cohort of individuals in a population, wherein the population comprises over 50% Lung-RADS 1-2 patients;
wherein the analysis comprises processing features of the one or more images comprising at least non-nodule specific features, wherein the non-nodule specific features comprise both lung parenchyma features and body composition features, wherein the body composition features comprise a feature of a muscle or subcutaneous fat of the subject.