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Segmentation of confluent cells

Posted by PEARSON Matthew on May 19, 2014; 11:14am
URL: http://imagej.273.s1.nabble.com/Segmentation-of-confluent-cells-tp5007785.html

Hi all,

I've been asked whether its possible to measure the area of individual  
cells in a confluent monolayer autonomously.  As far as i'm aware this  
would be near impossible with brightfield techniques so i have  
suggested the cells are fixed and stained but i was wondering which  
structures would be best to label to give us the best chance of being  
able to do the analysis using ImageJ.  I was thinking the nucleus and  
some kind of cell junction marker would be best.  I'm not sure a  
cytoplasmic marker would add much if the cells are all touching.

As far as analysis goes, my knowledge of segmentation and separating  
objects goes as far as the basic thresholding and morphological  
operators erosion, dilation, watershed etc.  Are there any good  
specific tools/plugins for this kind of work?  And are there other  
more advanced methods of segmentation of separating touching objects  
available? Perhaps something like level sets would be good for this? I  
think the basis of my approach would be nucleus identification to  
pinpoint a single cell, cell junction enhancement and final  
segmentation of some kind.

Thanks for the advice,

Matt












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