Automated peak and baseline generation for chromatogram data

AUTOMATED PEAK AND BASELINE GENERATION FOR CHROMATOGRAM Disclosed herein are chromatography instrument support systems, as well as related apparatuses, methods, computing devices, and computer-readable media. For example, in some embodiments, a chromatography instrument support apparatus may include: first logic to generate one or more peak locations for a chromatogram data set and to generate one or more baselines for the chromatogram data set, wherein an individual peak has an associated baseline, and wherein the first logic includes a machine-learning computational model that outputs estimated peak locations and estimated baselines; second logic to cause the display of the one or more peak locations and the one or more baselines concurrently with the display of the chromatogram data set; and third logic to, for individual peaks, generate an associated integrated value representing an area above the associated baseline and under a portion of the chromatogram data set corresponding to the individual peak. CHROMATOGRAPHY SUPPORT MODULE 1000 PEAK/BASELINE GENERATION LOGIC 1002 TRAINING LOGIC CHROMATOGRAM 1008 DISPLAY LOGIC 1004 MODEL SELECTION LOGIC INTEGRATION LOGIC Generate one or more peak locations and associated baseline(s) for a chromatogram data set using a machine-learning computational model Display the one or more peak locations, the associated baseline(s), and the chromatogram data set For individual peaks, generate an associated integrated value