Skin of Color Savvy: Updates on the AAD Clinical Image Collection, With Vinod Nambudiri, MD, MBA, MPH

Welcome to Skin of Color Savvy: The Art and Science of Treating Patients of Color!

In this new episode of the Skin of Color Savvy podcast, hosted by Skin of Color Society (SOCS) leaders and produced by HCPLive, Vinod Nambudiri, MD, MBA, MPH, a medical dermatologist at Brigham and Women’s Hospital and leader in dermatology education, spoke on-site at the American Academy of Dermatology (AAD) Annual Meeting in Denver about ongoing efforts to improve representation in clinical training resources, alongside emerging insights on artificial intelligence (AI) and physician well-being.

Nambudiri begins by outlining the development of the AAD’s clinical image collection, an initiative designed to address longstanding gaps in dermatologic education. Historically, many teaching materials have lacked sufficient diversity in skin tone representation, contributing to knowledge gaps in how diseases present across populations. The collection was created to provide a more inclusive and comprehensive visual resource, enabling clinicians to better recognize dermatologic conditions in patients with varying skin tones.

Since its initial launch in 2025, the collection has expanded rapidly, growing from a modest set of images to more than 1,800 curated clinical photographs within its first year. Thousands of dermatology professionals have accessed the platform, reflecting strong engagement from the field. Nambudiri describes the collection as spanning a wide spectrum of dermatologic conditions, including inflammatory diseases, skin cancers, infectious processes, and chronic disorders, with each image tagged by diagnosis, skin tone, and patient demographics. This structure allows for targeted searches and practical use in both clinical education and real-world diagnostic support.

The conversation also highlights the collaborative nature of the initiative, with contributions from dermatologists across the field and partnerships with organizations such as SOCS. Looking ahead, Nambudiri emphasizes plans for significant expansion, including large-scale image donations that could increase the database to more than 10,000 images, further strengthening its role as a key educational tool.

Nambudiri was asked to reflect on broader themes from his recent presentations, including the growing role of artificial intelligence in dermatology. He describes AI as both a source of excitement and uncertainty, noting its increasing integration into clinical workflows. Practical applications already in use include AI-assisted documentation tools designed to help reduce administrative burden and systems designed to streamline responses to patient messages. These technologies, he explains, have the potential to improve efficiency while allowing clinicians to focus more directly on patient care, with implications for both workflow optimization and physician well-being.

In discussing clinician wellness, Nambudiri underscores the importance of sustainable practices in a demanding field. He highlights the value of maintaining perspective through humor, recognizing personal limitations, and embracing collaborative problem-solving when faced with diagnostic uncertainty. Rather than viewing uncertainty as a shortcoming, he frames it as an opportunity to engage more thoughtfully with patients and colleagues.

The episode concludes by emphasizing both educational innovation and clinician well-being as critical to advancing equitable dermatologic care. By improving representation in training materials and thoughtfully integrating new technologies, dermatologists can enhance diagnostic accuracy, reduce disparities, and support a more sustainable and inclusive future for the specialty.

To learn more about SOCS’s programs and initiatives, visit Skin of Color Society.

Editor’s note: This summary was edited with the help of AI tools.