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Re-implement peak detection module #184

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hechth opened this issue Mar 28, 2023 · 0 comments
Open

Re-implement peak detection module #184

hechth opened this issue Mar 28, 2023 · 0 comments
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@hechth @zargham-ahmad @wverastegui

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hechth commented Mar 28, 2023

The peak detection module in prof.to.features should be re-implemented using the peak shape functions available in SummitR, starting with the bi-gaussian and gaussian peak shape.

The new implementation should separate the optimization from the actual peak shape and also the choice of (unsupervised) model estimation - may it be the EM algorithm or the Moment based one.

Also, the method to estimate the number of components in a peak should be separate.

TODO: Add further description of algorithm
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@hechth @zargham-ahmad @wverastegui