{"title":"Augmented Intelligence and Dermatology - Part II: Bias, Benchmarks, Guidelines, Ethics, Regulation, and Future Directions.","authors":"Edwin Dovigi, Shannon Wongvibulsin, Ivy Lee, Rob Novoa, Zhuo Cai, Veronica Rotemberg, Roxana Daneshjou","doi":"10.1016/j.jaad.2024.10.132","DOIUrl":null,"url":null,"abstract":"<p><p>Despite the proliferation of artificial intelligence (AI) tools, numerous challenges remain in the development and evaluation of AI related technologies. Furthermore, a practice gap exists in how to responsibly implement AI effectively, ethically, and legally in dermatology. Part 2 of this continuing medical education review series will explain the key technical challenges and principles of trustworthy and responsible AI as well as describe the ethical challenges and review resources to help guide safe, effective, and ethical AI in dermatology. This content will empower learners to critically analyze these tools and determine whether an AI solution is appropriate for their specific clinical need, patient, and practice setting.</p>","PeriodicalId":17198,"journal":{"name":"Journal of the American Academy of Dermatology","volume":" ","pages":""},"PeriodicalIF":12.8000,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American Academy of Dermatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jaad.2024.10.132","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"DERMATOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Despite the proliferation of artificial intelligence (AI) tools, numerous challenges remain in the development and evaluation of AI related technologies. Furthermore, a practice gap exists in how to responsibly implement AI effectively, ethically, and legally in dermatology. Part 2 of this continuing medical education review series will explain the key technical challenges and principles of trustworthy and responsible AI as well as describe the ethical challenges and review resources to help guide safe, effective, and ethical AI in dermatology. This content will empower learners to critically analyze these tools and determine whether an AI solution is appropriate for their specific clinical need, patient, and practice setting.
期刊介绍：
The Journal of the American Academy of Dermatology (JAAD) is the official scientific publication of the American Academy of Dermatology (AAD). Its primary goal is to cater to the educational requirements of the dermatology community. Being the top journal in the field, JAAD publishes original articles that have undergone peer review. These articles primarily focus on clinical, investigative, and population-based studies related to dermatology. Another key area of emphasis is research on healthcare delivery and quality of care. JAAD also highlights high-quality, cost-effective, and innovative treatments within the field. In addition to this, the journal covers new diagnostic techniques and various other topics relevant to the prevention, diagnosis, and treatment of skin, hair, and nail disorders.
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