Early Skin Condition Diagnostics Using Sonic Sensors

A computing device, comprising:

• one or more three-dimensional (3D) sonic sensors;
• one or more processors;
• one or more non-transitory computer-readable media that collectively store instructions that when executed by the one or more processors cause the one or more processors to perform operations, the operations comprising:
• generating a three-dimensional (3D) volumetric sonic measurement of a skin region of a user based at least in part on one or more sonic pulses of the one or more 3D sonic sensors;
• inputting data indicative of the 3D volumetric sonic measurement into one or more machine-learning models configured to identify one or more skin conditions in response to one or more 3D volumetric sonic measurement inputs;
• generating, based on one or more outputs of the one or more machine-learned models, one or more skin condition identifications associated with the skin region of the user;
• and
• providing one or more outputs including the one or more skin condition identifications associated with the skin region of the user.

One or more non-transitory computer-readable media storing computer instructions, that when executed by one or more processors, cause the one or more processors to perform operations, the operations comprising:

• generating a three-dimensional (3D) volumetric sonic measurement of a skin region of a user based at least in part on one or more sonic pulses of one or more 3D sonic sensors;
• inputting data indicative of the 3D volumetric sonic measurement into one or more machine-learning models configured to identify one or more skin conditions in response to one or more 3D volumetric sonic measurement inputs;
• generating, based on one or more outputs of the one or more machine-learned models, one or more skin condition identifications associated with the skin region of the user;
• and
• providing one or more outputs including the one or more skin condition identifications associated with the skin region of the user.