Title :
Improving objectivity and scalability in protein crystallization
Author :
Jurisica, Igor ; Rogers, Patrick ; Glasgow, Janice I. ; Collins, Robert J. ; Wolfley, Jennifer R. ; Luft, Joseph R. ; DeTitta, George T.
Author_Institution :
Princess Margaret Hosp., Otario Cancer Inst., Toronto, Ont., Canada
Abstract :
This article describes the application of image analysis techniques to protein crystallization experiment classification. By applying knowledge discovery techniques to the analysis results, we can extract important crystallographic knowledge.
Keywords :
biology computing; case-based reasoning; crystallisation; data mining; feature extraction; image processing; molecular biophysics; molecular configurations; proteins; image analysis techniques; knowledge discovery techniques; protein crystallization experiment classification; Biomedical imaging; Crystallization; Data mining; Feature extraction; Humans; Image analysis; Information analysis; Proteins; Scalability; Shape;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/5254.972075
