Using SpectralAnalysis in python
- Install MATLAB
- Install Python version 3.7
- Install MATLAB Engine for Python
import matlab.engine
print("Starting MATLAB Engine. This may take a couple of seconds.");
eng = matlab.engine.start_matlab()
print("MATLAB Engine started.")
# Add SpectralAnalysis to MATLAB path
eng.addpath(eng.genpath(r"C:\\Path\\To\\SpectralAnalysis"))
# Add Java libraries to MATLAB path
eng.addJARsToClassPath(nargout=0)
# Load in the example data using ImzMLParser
mouseBrain = eng.ImzMLParser(r"C:\\Path\\To\\SpectralAnalysis\\example-data\\mouse-brain\\MouseBrainCerebellum.imzML")
eng.parse(mouseBrain, nargout=0)
# Get the image parameters
width = eng.getWidth(mouseBrain)
height = eng.getHeight(mouseBrain)
# Get the spectrum at position (1, 1)
firstSpectrum = eng.getSpectrum(mouseBrain, 1, 1)
# Get the spectralChannels array
spectralChannels = eng.getfield(firstSpectrum, 'spectralChannels')
spectralChannels = spectralChannels[0]
intensities = eng.getfield(firstSpectrum, 'intensities')
intensities = intensities[0]
print("Found spectrum with {0} values. First data point has spectral channel = {1} with intensity {2}".format(len(spectralChannels), spectralChannels[0], intensities[0]))