What are the ethical implications of using big data and machine learning in epidemiology?
The use of big data and machine learning introduces ethical implications related to data privacy, consent, and algorithmic bias. Ensuring that data sources are ethically obtained and that algorithms are transparent and unbiased is essential. Researchers must also consider the potential for harm if sensitive information is inadvertently disclosed or misused.
