On this episode I discuss how AI has been leveraged for dermatological applications.

• Application of AI in Skin Cancer
• Mobile Applications for Skin Disease Screening
• More Examples of Dermatological Applications of AI (ulcer assessment, psoriasis and other inflammatory skin diseases, skin-sensitization)

References:

De, Abhishek et al. “Use of Artificial Intelligence in Dermatology.” Indian journal of dermatology vol. 65,5 (2020): 352-357. doi:10.4103/ijd.IJD_418_20

Chan, Stephanie et al. “Machine Learning in Dermatology: Current Applications, Opportunities, and Limitations.” Dermatology and therapy vol. 10,3 (2020): 365-386. doi:10.1007/s13555-020-00372-0

Udrea, A et al. “Accuracy of a smartphone application for triage of skin lesions based on machine learning algorithms.” Journal of the European Academy of Dermatology and Venereology : JEADV vol. 34,3 (2020): 648-655. doi:10.1111/jdv.15935

Gomolin, Arieh et al. “Artificial Intelligence Applications in Dermatology: Where Do We Stand?.” Frontiers in medicine vol. 7 100. 31 Mar. 2020, doi:10.3389/fmed.2020.00100

Esteva, Andre et al. “Dermatologist-level classification of skin cancer with deep neural networks.” Nature vol. 542,7639 (2017): 115-118. doi:10.1038/nature21056

Emam, S et al. “Predicting the long-term outcomes of biologics in patients with psoriasis using machine learning.” The British journal of dermatology vol. 182,5 (2020): 1305-1307. doi:10.1111/bjd.18741