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The dataset is available as .RAR files in 2 parts each. Make sure to unzip the files before executing the codes.

  1. Fresh THz data: Mouse5B_Fresh.mat
  2. Block THz data: Mouse5B_Block.mat

Dataset description:

  1. ScanData: matrix with dimensions <y,x,t> representing the data of the THz scan. y and x are the positions of the scan where a signal was received while t is the 1024-point time-domain signal received at that position. Generally our basic imaging consists of looking at the maximum of the ScanData along the t-axis to get a 2D image with dimensions <x,y>.
  2. xrange: physical positions of the x-axis in the scan in millimeters.
  3. yrange: physical positions of the y-axis in the scan in millimeters.
  4. trange: time-domain axis of the reflected signal at each point in picoseconds in case you wish to plot individual time-domain signals.
  5. matrix: matrix with dimensions <y,x> representing the ground truth obtained by morphing the pathology results. IMPORTANT: The data should be flipped vertically before being used (see line 28 in Amplitude_EM).
  6. matrix_key_number: vector with dimension <k_total> with the key number representation of the k_total regions within the sample.
  7. matrix_key_tissue: matrix with dimensions <k_original,c>, where c corresponds to the length of the string. Each row corresponds to the name that was given to each region and it follows the same order given in matrix_key_number, i.e., the matrix_key_number = 1 for matrix_key_tissue = CANCER.

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