High-throughput peak fitting method for spectral data by EM algorithm

Abstract

The spectral data analysis such as peak fitting requires the time-consuming procedure to estimate the parameters of the fitting model. This procedure is a major bottleneck in the research cycle. In this presentation, I will report an efficient peak-fitting method based on the EM algorithm to solve the bottleneck and an improvement of the method by extending available fitting models based on the ECM algorithm.