Science and Research

Airspace Diameter Map-A Quantitative Measurement of All Pulmonary Airspaces to Characterize Structural Lung Diseases

(1) Background: Stereological estimations significantly contributed to our understanding of lung anatomy and physiology. Taking stereology fully 3-dimensional facilitates the estimation of novel parameters. (2) Methods: We developed a protocol for the analysis of all airspaces of an entire lung. It includes (i) high-resolution synchrotron radiation-based X-ray tomographic microscopy, (ii) image segmentation using the free machine-learning tool Ilastik and ImageJ, and (iii) calculation of the airspace diameter distribution using a diameter map function. To evaluate the new pipeline, lungs from adult mice with cystic fibrosis (CF)-like lung disease (

  • Blaskovic, S.
  • Anagnostopoulou, P.
  • Borisova, E.
  • Schittny, D.
  • Donati, Y.
  • Haberthür, D.
  • Zhou-Suckow, Z.
  • Mall, M. A.
  • Schlepütz, C. M.
  • Stampanoni, M.
  • Barazzone-Argiroffo, C.
  • Schittny, J. C.

Keywords

  • X-ray tomographic microscopy
  • artificial intelligence
  • cystic fibrosis
  • image analysis
  • lung disease
  • micro-computed X-ray tomography/micro-CT
  • pulmonary emphysema
  • stereology
Publication details
DOI: 10.3390/cells12192375
Journal: Cells
Number: 19
Work Type: Original
Location: Assoziierter Partner, TLRC
Disease Area: CFBE, COPD, PLI
Partner / Member: BIH, UKHD
Access-Number: 37830589

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