Update README.md

README.md

-
-# Source code assoicated with the article Cattaglio et al., Biorxiv, 2018
+# Source code associated with the article Cattoglio et al., Biorxiv, 2018
 
 >**Architectural Features of 3D Genome Organization Revealed by Counting CTCF and 
 Cohesin Molecules** Claudia Cattoglio, Iryna Pustova, Jaclyn J Ho, Carla J Inouye, Gina M Dailey,
@@ -7,17 +6,17 @@ Xavier Darzacq, Robert Tjian, Anders S Hansen
 doi: https://doi.org/10.1101/370650
 
 ## Functionality
-This code package segments lanmarks: cell and nuclear volumes from confocal image 
-stacks. It extracts different parameters such as volume total intensity, in the 
+This code package segments landmarks: cell and nuclear volumes from confocal image 
+stacks. It extracts different parameters such as the total intensity in the 
 whole cell as well as in the nuclear and cytoplasmic compartments.
 
-This package has been generated by adapting the segmentation and parmeter
-extraction pipeline from CAI and Hossain et al., Nature 2018.
+This package was generated by adapting the segmentation and parameter
+extraction pipeline from Cai and Hossain et al., Nature, 2018.
 
 # How to run 
-Set the running options and default parameters in fn_running_options.m file 
-and execute ls_segment_landmarks_main.m file.
+Set the running options and default parameters in the fn_running_options.m file 
+and execute the ls_segment_landmarks_main.m file.
 
 
 # Author
-M. Julius Hossain, EMBL Heidelberg.
+M. Julius Hossain, EMBL Heidelberg, 2018.