When Performance is not Enough -- A Multidisciplinary View on Clinical Decision Support. (arXiv:2204.12810v1 [cs.LG])

Scientific publications about machine learning in healthcare are often about
implementing novel methods and boosting the performance - at least from a
computer science perspective. However, beyond such often short-lived
improvements, much more needs to be taken into consideration if we want to
arrive at a sustainable progress in healthcare. What does it take to actually
implement such a system, make it usable for the domain expert, and possibly
bring it into practical usage? Targeted at Computer Scientists, this work …

arxiv decision performance support