Evaluation and development of deep neural networks for image super-resolution in optical microscopy

Deep learning enables structured illumination microscopy with low light levels and enhanced speed

(2020) Luhong Jin et al.   Nature Communications

Applications, promises, and pitfalls of deep learning for fluorescence image reconstruction

(2019) Chinmay Belthangady et al.   NATURE METHODS

A photostable fluorescent marker for the superresolution live imaging of the dynamic structure of the mitochondrial cristae

(2019) Chenguang Wang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Parameter-free image resolution estimation based on decorrelation analysis

(2019) A. Descloux et al.   NATURE METHODS

Live-cell STED nanoscopy of mitochondrial cristae

(2019) Till Stephan et al.   Scientific Reports

Deep Learning for Single Image Super-Resolution: A Brief Review

(2019) Wenming Yang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Fast, long-term, super-resolution imaging with Hessian structured illumination microscopy

(2018) Xiaoshuai Huang et al.   NATURE BIOTECHNOLOGY

Visualizing Intracellular Organelle and Cytoskeletal Interactions at Nanoscale Resolution on Millisecond Timescales

(2018) Yuting Guo et al.   CELL

Content-aware image restoration: pushing the limits of fluorescence microscopy

(2018) Martin Weigert et al.   NATURE METHODS

Faster, sharper, and deeper: structured illumination microscopy for biological imaging

(2018) Yicong Wu et al.   NATURE METHODS

Deep learning enables cross-modality super-resolution in fluorescence microscopy

(2018) Hongda Wang et al.   NATURE METHODS

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Extended-resolution structured illumination imaging of endocytic and cytoskeletal dynamics

(2015) D. Li et al.   SCIENCE

Super-resolution fluorescence imaging of organelles in live cells with photoswitchable membrane probes

(2012) S.-H. Shim et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Structural Organization of the Actin Cytoskeleton at Sites of Clathrin-Mediated Endocytosis

(2011) Agnieszka Collins et al.   CURRENT BIOLOGY

Mitochondrial fusion and fission in cell life and death

(2010) Benedikt Westermann   NATURE REVIEWS MOLECULAR CELL BIOLOGY

Three-Dimensional Resolution Doubling in Wide-Field Fluorescence Microscopy by Structured Illumination

(2008) Mats G.L. Gustafsson et al.   BIOPHYSICAL JOURNAL

Microfluidics of cytoplasmic streaming and its implications for intracellular transport

(2008) R. E. Goldstein et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA