This applies to all areas of medical imaging from MRI and CT scans , over X-ray and ultrasound images to regular photos of skin . Zakia Rahman , clinical professor of dermatology at Stanford University School of Medicine , says “ dermatology represents two great frontiers for new business models powered by artificial intelligence . Patients can take mobile phone pictures of their skin and obtain instant reliable diagnoses of any condition , and people may use pictures of their healthy faces and bodies to compare them against society ’ s beauty standards for precision cosmetics to look better while not looking abnormal . The biggest obstacle to both is having an expertly annotated large
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