AI in Digital Health: Autonomy, Governance, and Privacy
What impact will AI systems have on biomedical research, especially in the context of large-scale data sharing and confidentiality?
algorithms
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Read more: Mitigating Bias in Direct-to-Consumer Health Apps Mitigating Bias in Direct-to-Consumer Health Apps
How can we mitigate biases in AI-based health care? And how can we ensure that AI improves health care, rather than augmenting existing disparities?
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Read more: We Need to Do More with Hospitals’ Data, But There Are Better Ways We Need to Do More with Hospitals’ Data, But There Are Better Ways
Health systems are hoping to leverage the know-how of tech titans to unlock the potential of their treasure troves of data.
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Read more: Top Health Considerations in the European Commission’s ‘Harmonised Rules on Artificial Intelligence’ Top Health Considerations in the European Commission’s ‘Harmonised Rules on Artificial Intelligence’
On April 21, 2021, the European Commission released a “first-ever” legal framework on artificial intelligence.
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Read more: Regulatory Gap in Health Tech: Resource Allocation Algorithms Regulatory Gap in Health Tech: Resource Allocation Algorithms
Resource allocation algorithms have received less regulatory attention than clinical decision-making algorithms, but nevertheless pose similar concerns.
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Read more: The Future of Race-Based Clinical Algorithms The Future of Race-Based Clinical Algorithms
Medical associations, health systems, and policymakers must work together to identify and remove racist algorithms from clinical practice.
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Read more: Data Talking to Machines: The Intersection of Deep Phenotyping and Artificial Intelligence Data Talking to Machines: The Intersection of Deep Phenotyping and Artificial Intelligence
Researchers will need to consider when it is appropriate to leverage AI, versus when a human touch is needed.
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Read more: Is Real-World Health Algorithm Review Worth the Hassle? Is Real-World Health Algorithm Review Worth the Hassle?
The challenges of completing real-world performance review should not slow the FDA’s plans to regulate clinical algorithms.
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Read more: On Social Suicide Prevention, Don’t Let the Perfect be the Enemy of the Good On Social Suicide Prevention, Don’t Let the Perfect be the Enemy of the Good
The argument that Facebook’s suicide prediction algorithm should be subject to the same regulatory regime as medicine and digital health is misguided and alarmist.
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Read more: Of Algorithms, Algometry, and Others: Pain Measurement & The Quantification of Distrust Of Algorithms, Algometry, and Others: Pain Measurement & The Quantification of Distrust
By Frank Pasquale, Professor of Law, University of Maryland Carey School of Law Many thanks to Amanda for the opportunity to post as a guest in this symposium. I was thinking more about neuroethics half a decade ago, and my scholarly agenda has, since then, focused mainly on algorithms, automation, and health IT. But there…