Scientific discovery in the age of artificial intelligence

H Wang, T Fu, Y Du, W Gao, K Huang, Z Liu… - Nature, 2023 - nature.com
Artificial intelligence (AI) is being increasingly integrated into scientific discovery to augment
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 …

Rationalized deep learning super-resolution microscopy for sustained live imaging of rapid subcellular processes

C Qiao, D Li, Y Liu, S Zhang, K Liu, C Liu, Y Guo… - Nature …, 2023 - nature.com
The goal when imaging bioprocesses with optical microscopy is to acquire the most
spatiotemporal information with the least invasiveness. Deep neural networks have …

[HTML][HTML] Medical image super-resolution for smart healthcare applications: A comprehensive survey

S Umirzakova, S Ahmad, LU Khan, T Whangbo - Information Fusion, 2024 - Elsevier
The digital transformation in healthcare, propelled by the integration of deep learning
models and the Internet of Things (IoT), is creating unprecedented opportunities for …

Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration

C Ma, W Tan, R He, B Yan - Nature Methods, 2024 - nature.com
Fluorescence microscopy-based image restoration has received widespread attention in the
life sciences and has led to significant progress, benefiting from deep learning technology …

Single-frame deep-learning super-resolution microscopy for intracellular dynamics imaging

R Chen, X Tang, Y Zhao, Z Shen, M Zhang… - Nature …, 2023 - nature.com
Single-molecule localization microscopy (SMLM) can be used to resolve subcellular
structures and achieve a tenfold improvement in spatial resolution compared to that …

Live-cell imaging powered by computation

H Shroff, I Testa, F Jug, S Manley - Nature Reviews Molecular Cell …, 2024 - nature.com
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 …

Roadmap on label‐free super‐resolution imaging

VN Astratov, YB Sahel, YC Eldar… - Laser & photonics …, 2023 - Wiley Online Library
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 …

Deep learning acceleration of multiscale superresolution localization photoacoustic imaging

J Kim, G Kim, L Li, P Zhang, JY Kim, Y Kim… - Light: science & …, 2022 - nature.com
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 …

Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging

Z Lu, Y Liu, M **, X Luo, H Yue, Z Wang, S Zuo… - Nature …, 2023 - nature.com
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 …