Trying to get better at getting better

Tag: sociotechnical systems

Weekly digest (19-23 Jul 2021)

Jul 23, 2021

in AI, Clinical, Digest

big data, clinical decision support, cognitive health system, cybersocial system, distributed cognition, ehr, electronic health record, explainable ai, Fast Healthcare Interoperability Resources, FHIR, nhs, peer review, sociotechnical systems, trust, XAI

Khetpal, V., & Shah, N. (2021, May 28). How a largely untested AI algorithm crept into hundreds of hospitals. Fast Company. The use of algorithms to support clinical decision-making isn’t new. But historically, these tools have been put into use only after a rigorous peer review of the raw data and statistical analyses used to…
The Last Mile: Where Artificial Intelligence Meets Reality

Jan 16, 2020

in AI, Paper, Research

clinical practice, machine learning, paper-a-day, sociotechnical systems

Coiera, E. (2019). The Last Mile: Where Artificial Intelligence Meets Reality. Journal of Medical Internet Research, 21(11), e16323. https://doi.org/10.2196/16323 “…implementation should be seen as an agile, iterative, and lightweight process of obtaining training data, developing algorithms, and crafting these into tools and workflows.” A short article (2 pages of text) describing the challenges of building…