Prediction
Predictive models
Mathematical, statistical, AI/ML, whatever
RCTs vs Real-World Evidence for medical AI
Randomised controlled trials (RCTs) have been the gold standard for statistical evidence, of treatment effect, for over 100 years. Their strength is in their attempt to avoid major sources of bias in a comparison of the evidence. However, they are costly to run, particularly in the domain of personalised medicine, to which medical AI products typically belong.
Continue reading “RCTs vs Real-World Evidence for medical AI”Personalised Medicine – A statistical theory approach
How do I really feel about this topic? I think that I can only work out the answer to this question by writing about it.
My suspicion is that those who shout loudest about personalised medicine know least about it. I fear that the promises being made publicly are categorically not possible. My hope is that I am wrong on this.
Continue reading “Personalised Medicine – A statistical theory approach”