Quality metrics for healthcare ML.
Knowing quality is therefore of utmost importance. Three broad measurement areas in today’s healthcare: (1) Metrics about quality of care — related to treatment effectiveness and patient satisfaction. (2) Metrics about need and utilization of care — gauging health requirements of a population and how often one uses what type of service. (3) Metrics about value-based healthcare — they measure disease prevention rather than disease…
— Healthcare And Data - How To Measure Quality · Forbes
But then there’s the practical question of how you make things high quality. And so the first thing you need to start with is you can’t improve something or even know it’s quality unless you can measure it. And it’s really hard to measure quality oftentimes. Oftentimes quality is subjective.
— Unit 3 Full Transcript · eCornell course