Litcius/Paper detail

PSHG-TISS: A collection of polarization-resolved second harmonic generation microscopy images of fixed tissues

Radu Hristu, Stefan G. Stanciu, Adrian Dumitru, Lucian G. Eftimie, Bogdan C. Paun, Denis E. Tranca, Pavel Gheorghita, Mariana Costache, George A. Stanciu

2022Scientific Data24 citationsDOIOpen Access PDF

Abstract

Second harmonic generation (SHG) microscopy is acknowledged as an established imaging technique capable to provide information on the collagen architecture in tissues that is highly valuable for the diagnostics of various pathologies. The polarization-resolved extension of SHG (PSHG) microscopy, together with associated image processing methods, retrieves extensive image sets under different input polarization settings, which are not fully exploited in clinical settings. To facilitate this, we introduce PSHG-TISS, a collection of PSHG images, accompanied by additional computationally generated images which can be used to complement the subjective qualitative analysis of SHG images. These latter have been calculated using the single-axis molecule model for collagen and provide 2D representations of different specific PSHG parameters known to account for the collagen structure and distribution. PSHG-TISS can aid refining existing PSHG image analysis methods, while also supporting the development of novel image processing and analysis methods capable to extract meaningful quantitative data from the raw PSHG image sets. PSHG-TISS can facilitate the breadth and widespread of PSHG applications in tissue analysis and diagnostics.

Topics & Concepts

Second-harmonic generationMicroscopyComputer scienceImage processingArtificial intelligenceOpticsPolarization (electrochemistry)Computer visionBiomedical engineeringImage (mathematics)Pattern recognition (psychology)Biological systemMaterials scienceChemistryPhysicsBiologyMedicineLaserPhysical chemistryAdvanced Fluorescence Microscopy TechniquesAdvanced Biosensing Techniques and ApplicationsGlycosylation and Glycoproteins Research