Alternative automatic threshold for qc
I came across the MAD (median absolute deviations) score here. This seems like an interesting alternative to the automatic knee threshold we use. Compared to the knee algorithm this appears to be more robust, easier to understand and possibly more efficient.
Let's use an approach based on MAD (or a similar score) for our automated threshold with the knee available as an alternative.