ghar1821/Chronoclust

Number of time points required

Opened this issue · 1 comments

Hi, I am planning on performing temporal analysis on flow cytometry data but I only have two time states (pre and post therapy), so I was wondering would two time points be enough for running the Chronoclust workflow? On that note, I've also noticed the TrackSOM package on github and wanted to ask what is the difference between Chronoclust and TrackSOM?

Heya,

2 time-points will be sufficient for both TrackSOM and ChronoClust.

TrackSOM is the updated better version of ChronoClust. It uses better and faster clustering algorithm (FlowSOM) to do the clustering phase. TrackSOM is also not as sensitive to hyperparameter settings as ChronoClust. I strongly recommend using TrackSOM than ChronoClust.