Cedars-Sinai, a renowned academic medical center, is embracing the power of artificial intelligence (AI) in healthcare. According to Mike Thompson, the vice president of Enterprise Data Intelligence at Cedars-Sinai, AI has the potential to enhance patient experience, improve population health, reduce costs, and improve the work life of healthcare providers. However, as the medical community integrates AI into healthcare systems, it is crucial to prioritize ethics.
Ethics play a significant role in the use of AI in healthcare. As AI technology continues to evolve, it is essential to establish standards and regulations to ensure responsible, evidence-based, and unbiased deployment of AI. Failure to examine AI systems for ethics and soundness may lead to biases that exacerbate existing imbalances in socioeconomic class, color, ethnicity, religion, gender, disability, and sexual orientation. Bias can disproportionately affect disadvantaged individuals, resulting in less accurate algorithmic outputs or underestimation of care needs. Therefore, it is critical to identify and eliminate bias for the development of fair AI technology.
AI ethics in healthcare differ from other fields due to the high stakes involved in patient care, the sensitive nature of health data, and the impact on individuals and public health. AI must benefit all sectors of the population and be accurate and reliable. Ethical concerns arise when AI is used for diagnosis or treatment without proper validation, as errors can lead to incorrect medical decisions.
Cedars-Sinai exemplifies ethical AI in action by questioning whether AI algorithms perform equally for patients of all races and genders. Additionally, considering the different patient populations, treatment strategies, and medications, Cedars-Sinai implements bias mitigation strategies to produce balanced predictions. The medical center also believes in augmenting experts rather than replacing them, ensuring the “human in the loop” to mitigate bias.
Cedars-Sinai takes a unique approach to ethical AI, creating a framework for the ethical development and use of AI. This framework prioritizes the well-being of patients, physicians, and the healthcare community, advocating for professional oversight and safe, effective, and equitable use of AI.
As Cedars-Sinai continues to progress in the use of AI technologies, the ethical use of AI must evolve over time. It is crucial to monitor, review, and ensure the fairness and soundness of adaptive AI systems. Cedars-Sinai recognizes the need for accumulating evidence, monitoring systems, and data based on ethics and equity.
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