3 papers
physics.optics2026
Explainable deep-learning detection of microplastic fibers via polarization-resolved holographic microscopy
Jan Appel, Marika Valentino, Lisa Miccio +6
Reliable identification of microplastic fibers is crucial for environmental monitoring but remains analytically challenging. We report an explainable deep-learning framework for cl…
physics.bio-ph2025
3D Holographic Flow Cytometry Measurements of Microalgae: Strategies for Angle Recovery in Complex Rotation Patterns
Francesca Borrelli, Giusy Giugliano, Emilie Houliez +10
Marine ecosystems are in the spotlight, because environmental changes are threatening biodiversity and ecological functions. In this context, microalgae play key ecological roles b…
physics.optics2022
Single-cell phase-contrast tomograms data encoded by 3D Zernike descriptors
Pasquale Memmolo, Daniele Pirone, Daniele G. Sirico +5
Phase-contrast tomographic flow cytometry combines quantitative 3D analysis of unstained single cells and high-throughput. A crucial issue of this method is the storage and managem…