The majority of exchanges of oxygen and nutrients are performed around vessels smaller
than 100 μm, allowing cells to thrive everywhere in the body. Pathologies such as cancer …

Label‐free super‐resolution (LFSR) imaging relies on light‐scattering processes in
nanoscale objects without a need for fluorescent (FL) staining required in super‐resolved FL …

We present an ultrafast, precise, parameter-free method, which we term Deep-STORM, for
obtaining super-resolution images from stochastically blinking emitters, such as fluorescent …

In this article, we consider deep learning strategies in ultrasound systems, from the front end
to advanced applications. Our goal is to provide the reader with a broad understanding of …

Ultrasound super-resolution imaging through localisation and tracking of microbubbles can
achieve sub-wave-diffraction resolution in mapping both micro-vascular structure and flow …

Identifying and visualizing vasculature within organs and tumors has major implications in
managing cardiovascular diseases and cancer. Contrast-enhanced ultrasound scans detect …

The use of photo-activated fluorescent molecules to create long sequences of low emitter-
density diffraction-limited images enables high-precision emitter localization, but at the cost …

The Multiple Measurement Vector (MMV) problem is central to sparse signal processing,
where the goal is to recover the common support of a set of unknown sparse vectors of size …

Ultrasound (US) localization microscopy offers new radiation-free diagnostic tools for
vascular imaging deep within the tissue. Sequential localization of echoes returned from …

For more than a century, the wavelength of light was considered to be a fundamental limit on
the spatial resolution of optical imaging. Particularly in light microscopy, this limit, known as …