2B-O1-1050 PDF
Automatic MS Chromatographic Peak Detection using AI
Peak detection on mass chromatogram is processed by computational algorithms with user defined parameters, but there are no versatile algorithms and parameters for diverse chromatographic shapes. It is, therefore, essential to evaluate peak detection results by visual inspection and to correct those results manually in case that detection algorithms do not properly work. In this research, we propose a novel approach for peak detection using machine learning technology.