Compute system with image based skin cancer detection mechanism and method of operation thereof

A compute system comprising:

• a control circuit, including a processor, configured to:
• receive a patient image;
• segment a skin lesion in the patient image;
• construct a normalized image by cropping the patient image and adding padding to position the skin lesion at the center of the normalized image;
• identify, by a cancer artificial intelligence (AI) already trained, a skin cancer classification, a skin cancer sub-class, and a risk level assessment;
• and
• generate a skin cancer display including the normalized image, the skin cancer classification, the skin cancer sub-class, and the risk level assessment for displaying on a device.

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

• receiving a patient image;
• segmenting a skin lesion in the patient image;
• constructing a normalized image by cropping the patient image and adding padding to position the skin lesion at the center of the normalized image;
• identifying, by a cancer artificial intelligence (AI) already trained, a skin cancer classification, a skin cancer sub-class, and a risk level assessment;
• and
• generating a skin cancer display including the normalized image, the skin cancer classification, the skin cancer sub-class, and the risk level assessment for displaying on a device.