Compute system with skin disease identification mechanism and method of operation thereof

A compute system comprising:

• a control circuit, including a processor, configured to:
• qualify a patient image to analyze for a suspected skin condition;
• detect a skin area in the patient image;
• segment the skin area into a segmented image including the suspected skin condition;
• crop the segmented image to form a cropped image including the suspected skin condition at a center of the cropped image;
• analyze the suspected skin condition to identify a skin disease result and a disease subclass from the cropped image;
• calculate an image score for each of the skin disease result and the disease subclass identified in the patient image;
• and
• a communication circuit, coupled to the control circuit, configured to assemble a disease identification display including the patient image, a skin disease indication, the image match score, and the disease subclass for displaying on a device.

A non-transitory computer readable medium including instructions for a compute system comprising:

• qualifying a patient image for analyzing a suspected skin condition;
• detecting a skin area in the patient image;
• segmenting the skin area into a segmented image including the suspected skin condition;
• cropping the segmented image to form a cropped image including the suspected skin condition at a center of the cropped image;
• analyzing the suspected skin condition to identify a skin disease result and a disease subclass;
• calculating an image score for each of the skin disease result and the disease subclass identified in the patient image;
• and
• assembling a disease identification display including the patient image, a skin disease indication, the image match score, and the disease subclass for displaying on a device.