Notes
Short pieces on methodology, validation, and the choices behind reading cancer from gene expression.
An internal accuracy of 92.6% and an external number that drops on a fully independent cohort are both true. Hiding the second one is how models earn false trust.
Where a cancer started is written in which genes it expresses. The hard part is reading that signal out of 18,000 noisy, correlated measurements, and knowing when not to.