Deep-learning-based image super-resolution of an end-expandable optical fiber probe for application in esophageal cancer diagnostics.

Xiaohui Zhang Mimi C TanMansour NabilRicha ShuklaShaleen VasavadaSharmila AnandasabapathyMark A AnastasioElena Petrova

Published in: Journal of biomedical optics (2024)

This work suggests avenues for development of DL-SR-enabled sparse image reconstruction to improve high-yield EC screening and similar clinical applications.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
machine learning
high resolution
living cells
quantum dots
fluorescent probe