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pattern_simulation.rst

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Pattern simulation

.. currentmodule:: simfish

Functions used to simulate localization patterns.

We implemented 9 patterns (8 localized patterns + 1 default random pattern) in 3D. The percentage of localized spots defines the pattern strength:

  • Random

pic1

  • Foci

pic2

  • Intranuclear

pic3

  • Extranuclear

pic4

  • Nuclear edge

pic5

  • Perinuclear

pic6

  • Cell edge

pic7

  • Pericellular

pic8

  • Protrusion

pic9

We build a map of probability distribution to bias the localization of generated spots. Maps are built from specific cell templates:

We can simulate ground truth coordinates based on these probability maps:

.. autofunction:: build_probability_map
.. autofunction:: simulate_localization_pattern