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Number of time points required

Open Jeff87075 opened this issue 4 years ago • 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?

Jeff87075 avatar Jun 21 '21 09:06 Jeff87075

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.

ghar1821 avatar Jul 29 '21 05:07 ghar1821