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AI in Dermatology: From Wild West Photos to Enterprise Imaging | Nagels Cosulting Analytics Table

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About AI in Dermatology: From Wild West Photos to Enterprise Imaging | Nagels Cosulting

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AI in dermatology starts with getting clinical photography right. Veronica describes the wild west era of dermatology imaging and where AI fits in today's dermatology workflow. Jason Nagels asks Veronica how dermatology linked clinical photos to the right patient before modern enterprise imaging. She recalls photographing a patient's wristband before and after their images, a human-based system ripe for errors like uploading images to the wrong chart. Today, survey data shows most dermatologists use EMR-based photography in patient context, though consumer cameras and phones are still common. Veronica says the Nature paper on AI outperforming dermatologists did not cause the same panic as in radiology, because the field had learned to ask better questions about data and diagnostic classes, though the real question is what the job will look like in five years. She explains that dermatology is early in its AI journey because the patient is in front of you, and notes trials of promising tools in their intended use setting are planned for 2026. Want to go deeper on imaging informatics, enterprise imaging and healthcare AI? Check out Nagels Consulting at https://www.nagelsconsulting.com for consulting, training and certification prep (including CIIP). If you found this clip useful, give it a like, subscribe for more conversations with healthcare and medical imaging leaders, and tell us in the comments: how is your organization managing clinical photography today? #AIinDermatology #Dermatology #EnterpriseImaging #ClinicalPhotography #HealthcareAI #ImagingInformatics #DigitalHealth #MedicalImaging #HealthIT #NagelsConsulting TAGS: AI in dermatology, dermatology AI, dermatology imaging, clinical photography, enterprise imaging, patient identification imaging, EMR photography, encounter based imaging, medical photography workflow, will AI replace dermatologists, teledermatology, healthcare AI, imaging informatics, medical imaging, health IT, digital health, Nagels Consulting

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