Journal of Medical Internet Research · 2023 · 59 citations · 18 references
ComputingHealth InformaticsMedical EducationArtificial IntelligenceClinical Decision SupportClinical InformaticsArtificial Intelligence PolicyHealth Literacy SupportAi LiteracyArtificial Intelligence LiteracyDigital Health TransformationE-health LiteracyMachine Learning For HealthcareWorkforce Digital Competency
Artificial Intelligence (AI) represents a significant milestone in health care's digital transformation. However, traditional health care education and training often lack digital competencies. To promote safe and effective AI implementation, health care professionals must acquire basic knowledge of machine learning and neural networks, critical evaluation of data sets, integration within clinical workflows, bias control, and human-machine interaction in clinical settings. Additionally, they should understand the legal and ethical aspects of digital health care and the impact of AI adoption. Misconceptions and fears about AI systems could jeopardize its real-life implementation. However, there are multiple barriers to promoting electronic health literacy, including time constraints, overburdened curricula, and the shortage of capacitated professionals. To overcome these challenges, partnerships among developers, professional societies, and academia are essential. Integrating specialists from different backgrounds, including data specialists, lawyers, and social scientists, can significantly contribute to combating digital illiteracy and promoting safe AI implementation in health care.
18
Artificial Intelligence in Health Care
Michael E. Matheny, Danielle Whicher, Sonoo Thadaney Israni · JAMA · 2019 · 636 citations
Stuart Keel, Pei Ying Lee, Jane Scheetz et al. · Scientific Reports · 2018 · 215 citations · Full text