SiFT - Signal FilTering#

The SiFT pipeline

What is SiFT?#

A computational framework which aims to uncover the underlying structure by filtering out previously exposed biological signals.

SiFT can be applied to a wide range of tasks, from (i) the removal of unwanted variation as a pre-processing step, through (ii) revealing hidden biological structure by utilizing prior knowledge with respect to existing signal, to (iii) uncovering trajectories of interest using reference data to remove unwanted variation.