Scoping review of genetic databases for rare dermatologic diseases: Opportunity for artificial intelligence and machine learning

Celine M Schreidah; George Bingham Reynolds; Lauren M Fahmy; Richard D Carvajal; Maarten H Vermeer; Sean Whittaker; Itsik Pe'er; Larisa J Geskin

doi:10.1016/j.jdin.2023.02.017

Scoping review of genetic databases for rare dermatologic diseases: Opportunity for artificial intelligence and machine learning

JAAD Int. 2023 Mar 31:12:24-31. doi: 10.1016/j.jdin.2023.02.017. eCollection 2023 Sep.

Authors

Celine M Schreidah¹, George Bingham Reynolds², Lauren M Fahmy¹, Richard D Carvajal³, Maarten H Vermeer⁴, Sean Whittaker⁵, Itsik Pe'er^{2

6

7}, Larisa J Geskin^{3

8}

Affiliations

¹ Columbia University Vagelos College of Physicians and Surgeons, New York, New York.
² The Data Science Institute at Columbia University, New York, New York.
³ Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York.
⁴ Department of Dermatology, Leiden University Medical Centre, Leiden, the Netherlands.
⁵ St John's Institute of Dermatology, Guy's and St Thomas' NHS Foundation Trust, London, UK.
⁶ Department of Computer Science, Columbia University, New York, New York.
⁷ Department of Systems Biology, Columbia University, New York, New York.
⁸ Department of Dermatology, Columbia University Irving Medical Center, New York, New York.

No abstract available

Keywords: artificial intelligence; biomedical informatics; genetic databases; genetics; genodermatoses; genomics; machine learning; orphan diseases; precision medicine; rare diseases.