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Ethics, Research

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Defining ethical standards for the application of digital tools to population health research.

Bulletin of the World Health Organization
There is growing interest in population health research, which uses methods based on artificial intelligence. Such research draws on a range of clinical and non-clinical data to make predictions about health risks, such as identifying epidemics and m...

Engineering Bias in AI.

IEEE pulse
After working at Apple designing circuits and signal processing algorithms for products including the first iPad, Timnit Gebru (Figure 1) received her Ph.D. from the Stanford Artificial Intelligence Laboratory in the area of computer vision. She rece...

Ethical dilemmas posed by mobile health and machine learning in psychiatry research.

Bulletin of the World Health Organization
The application of digital technology to psychiatry research is rapidly leading to new discoveries and capabilities in the field of mobile health. However, the increase in opportunities to passively collect vast amounts of detailed information on stu...

Boundaries Between Research Ethics and Ethical Research Use in Artificial Intelligence Health Research.

Journal of empirical research on human research ethics : JERHRE
The governance of ethically acceptable research in higher education institutions has been under scrutiny over the past half a century. Concomitantly, recently, decision makers have required researchers to acknowledge the societal impact of their rese...

A Research Ethics Framework for the Clinical Translation of Healthcare Machine Learning.

The American journal of bioethics : AJOB
The application of artificial intelligence and machine learning (ML) technologies in healthcare have immense potential to improve the care of patients. While there are some emerging practices surrounding responsible ML as well as regulatory framework...