Despite advances in virological sciences and antiviral research, viruses continue to emerge,
circulate, and threaten public health. We still lack a comprehensive understanding of how …

The endoplasmic reticulum (ER) forms a dynamic network that contacts other cellular
membranes to regulate stress responses, calcium signalling and lipid transfer. Here, using …

By providing three-dimensional visualization of tissues and instruments at high resolution,
live volumetric optical coherence tomography (4D-OCT) has the potential to revolutionize …

We present a fresh perspective on shot noise corrupted images and noise removal. By
viewing image formation as the sequential accumulation of photons on a detector grid, we …

Supervised deep learning has become the method of choice for image denoising. It involves
the training of neural networks on large datasets composed of pairs of noisy and clean …

La tomografıa ha transformado de manera revolucionaria disciplinas como la medicina, la
ciencia de materiales y la biologıa al brindar una perspectiva no invasiva y no destructiva de …

This thesis addresses the challenge of denoising microscopy images captured under low-
light conditions with varying intensity levels. The study compares three deep learning …