Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data

no code implementations • 21 Mar 2024 • Michael John Fanous, Paloma Casteleiro Costa, Cagatay Isil, Luzhe Huang, Aydogan Ozcan

The integration of deep learning techniques with biophotonic setups has opened new horizons in bioimaging.

Label- and slide-free tissue histology using 3D epi-mode quantitative phase imaging and virtual H&E staining

1 code implementation • 1 Jun 2023 • Tanishq Mathew Abraham, Paloma Casteleiro Costa, Caroline Filan, Zhe Guang, Zhaobin Zhang, Stewart Neill, Jeffrey J. Olson, Richard Levenson, Francisco E. Robles

Histological staining of tissue biopsies, especially hematoxylin and eosin (H&E) staining, serves as the benchmark for disease diagnosis and comprehensive clinical assessment of tissue.

Generative Adversarial Network