Patent ID: 11923090
Assignee: GOOGLE LLC
Field: Medical technology (Instruments)
Classification: CPC G | IPC G

Claim 12:
13. The computer-implemented method of claim 12, wherein training, by one or more second processors, the one or more machine-learning models using training data that includes 3-D sonic volumetric data labeled to indicate a presence or non-presence of skin cancer comprises:
obtaining data descriptive of the one or more machine-learning models;
providing a first portion of one or more sets of training data as input to the one or more machine-learning models, the first portion of the one or more sets of training data including sensor data associated with one or more sensors;
obtaining, as output of the one or more machine-learning models, data indicative of a skin cancer condition based on the first portion of the one or more sets of training data;
determining one or more loss functions based at least in part of output of the one or more machine-learning models and a second portion of the one or more sets of training data; and
modifying at least a portion of the one or more machine-learning models based at least in part on the one or more loss functions.