Fast structured illumination microscopy via deep learning

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

(2020) Luhong Jin et al.   Nature Communications

A Frequency Domain SIM Reconstruction Algorithm Using Reduced Number of Images

(2018) Amit Lal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning massively accelerates super-resolution localization microscopy

(2018) Wei Ouyang et al.   NATURE BIOTECHNOLOGY

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

Deep learning approach for Fourier ptychography microscopy

(2018) Thanh Nguyen et al.   OPTICS EXPRESS

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

(2018) Hongda Wang et al.   NATURE METHODS

Speed limits of structured illumination microscopy

(2017) Florian Ströhl et al.   OPTICS LETTERS

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Structured Illumination Microscopy Image Reconstruction Algorithm

(2016) Amit Lal et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Open-source image reconstruction of super-resolution structured illumination microscopy data in ImageJ

(2016) Marcel Müller et al.   Nature Communications

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Resolution doubling with a reduced number of image acquisitions

(2015) Siyuan Dong et al.   Biomedical Optics Express

Richardson-Lucy Deconvolution as a General Tool for Combining Images with Complementary Strengths

(2014) Maria Ingaramo et al.   CHEMPHYSCHEM

Bayesian Estimation for Optimized Structured Illumination Microscopy

(2011) F. Orieux et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

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

Live-cell photoactivated localization microscopy of nanoscale adhesion dynamics

(2008) Hari Shroff et al.   NATURE METHODS