DeepResolution2: Automatic Resolution of Untargeted GC-MS Data with Deep Learning

Deep-Learning-Based Multivariate Curve Resolution 2 (DeepResolution2) was proposed for automatic resolution of GC-MS data. It utilized deep neural networks to divide the profile into segments, estimate the number of components in each segment, predict the elution region of each component in overlapped peaks, and resolve the overlapped peaks.