PeakPickerLearn - Githubissues

dmccloskey / EvoNet

MIT License

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PeakPickerLearn #10

Closed dmccloskey closed 5 years ago

dmccloskey commented 6 years ago

Description

Peak picking and integration using deep learning

Objectives

[ ] identification of all peaks
[ ] correct baseline integration of all peaks
[ ] smoothing of spurious points, interpolation of saturated peaks, interpolation of cutoff peaks

Validation

99% identification of all peaks in a chromatogram
correct area/height estimation of saturated peaks
correct area/height estimation of partially cutoff peaks

Tests and checks

100% test accuracy on a single peak
100% test accuracy on multiple peaks