Noise-free simulation of an FT-IR imaging hyperspectral dataset of pancreatic biopsy core bound by experiment

Sci Data. 2019 Oct 29;6(1):239. doi: 10.1038/s41597-019-0260-x.

Abstract

A noise-free hyperspectral FT-IR imaging dataset of a pancreatic tissue core was simulated based on experimental data that allows to test the performance of various data analysis and processing algorithms. A set of experimental noise levels was also added and used for denoising approaches comparison, which due to the noise-free reference signal enables to truly observe signal distortion caused by different approaches.

Publication types

  • Dataset

MeSH terms

  • Biopsy
  • Computer Simulation
  • Humans
  • Pancreas / diagnostic imaging*
  • Signal-To-Noise Ratio
  • Spectroscopy, Fourier Transform Infrared*