Showing papers by "Peter C. Whybrow published in 2022"
TL;DR: The successful re-integration of patients with mental illness into society must recognize the increasing commercial use of emotion AI, which will increase stigma and discrimination, and have negative consequences in daily life for people withmental illness.
7 citations
TL;DR: In this article , the authors describe the complex reasons for the low technology maturity of AI and set realistic expectations for the safe, routine use of AI in clinical medicine, including technical problems such as data quality, dataset shift, black-box opacity, validation and regulatory challenges.
Abstract: Artificial intelligence (AI) is often presented as a transformative technology for clinical medicine even though the current technology maturity of AI is low. The purpose of this narrative review is to describe the complex reasons for the low technology maturity and set realistic expectations for the safe, routine use of AI in clinical medicine.For AI to be productive in clinical medicine, many diverse factors that contribute to the low maturity level need to be addressed. These include technical problems such as data quality, dataset shift, black-box opacity, validation and regulatory challenges, and human factors such as a lack of education in AI, workflow changes, automation bias, and deskilling. There will also be new and unanticipated safety risks with the introduction of AI. The solutions to these issues are complex and will take time to discover, develop, validate, and implement. However, addressing the many problems in a methodical manner will expedite the safe and beneficial use of AI to augment medical decision making in psychiatry.
3 citations
TL;DR: In this paper , the authors investigated if solar insolation at the onset location was associated with the polarity of the first episode of bipolar disorder I. The first episode occurred at 591 onset locations in 67 countries at a wide range of latitudes in both hemispheres.
2 citations