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Scientific discovery in the age of artificial intelligence
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
and accelerate research, hel** scientists to generate hypotheses, design experiments …
and accelerate research, hel** scientists to generate hypotheses, design experiments …
Superresolution structured illumination microscopy reconstruction algorithms: a review
X Chen, S Zhong, Y Hou, R Cao, W Wang… - Light: Science & …, 2023 - nature.com
Structured illumination microscopy (SIM) has become the standard for next-generation wide-
field microscopy, offering ultrahigh imaging speed, superresolution, a large field-of-view …
field microscopy, offering ultrahigh imaging speed, superresolution, a large field-of-view …
Rationalized deep learning super-resolution microscopy for sustained live imaging of rapid subcellular processes
The goal when imaging bioprocesses with optical microscopy is to acquire the most
spatiotemporal information with the least invasiveness. Deep neural networks have …
spatiotemporal information with the least invasiveness. Deep neural networks have …
[HTML][HTML] Medical image super-resolution for smart healthcare applications: A comprehensive survey
The digital transformation in healthcare, propelled by the integration of deep learning
models and the Internet of Things (IoT), is creating unprecedented opportunities for …
models and the Internet of Things (IoT), is creating unprecedented opportunities for …
Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration
Fluorescence microscopy-based image restoration has received widespread attention in the
life sciences and has led to significant progress, benefiting from deep learning technology …
life sciences and has led to significant progress, benefiting from deep learning technology …
Single-frame deep-learning super-resolution microscopy for intracellular dynamics imaging
Single-molecule localization microscopy (SMLM) can be used to resolve subcellular
structures and achieve a tenfold improvement in spatial resolution compared to that …
structures and achieve a tenfold improvement in spatial resolution compared to that …
Live-cell imaging powered by computation
The proliferation of microscopy methods for live-cell imaging offers many new possibilities
for users but can also be challenging to navigate. The prevailing challenge in live-cell …
for users but can also be challenging to navigate. The prevailing challenge in live-cell …
Roadmap on label‐free super‐resolution imaging
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 …
nanoscale objects without a need for fluorescent (FL) staining required in super‐resolved FL …
Deep learning acceleration of multiscale superresolution localization photoacoustic imaging
A superresolution imaging approach that localizes very small targets, such as red blood
cells or droplets of injected photoacoustic dye, has significantly improved spatial resolution …
cells or droplets of injected photoacoustic dye, has significantly improved spatial resolution …
Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging
Abstract High-speed three-dimensional (3D) intravital imaging in animals is useful for
studying transient subcellular interactions and functions in health and disease. Light-field …
studying transient subcellular interactions and functions in health and disease. Light-field …