Development of deep-learning-based single-molecule localization image analysis
Recent developments in super-resolution fluorescence microscopic techniques (SRM) have
allowed for nanoscale imaging that greatly facilitates our understanding of nanostructures …
allowed for nanoscale imaging that greatly facilitates our understanding of nanostructures …
Spectroscopic single-molecule localization microscopy: applications and prospective
Single-molecule localization microscopy (SMLM) breaks the optical diffraction limit by
numerically localizing sparse fluorescence emitters to achieve super-resolution imaging …
numerically localizing sparse fluorescence emitters to achieve super-resolution imaging …
Machine-learning-powered extraction of molecular diffusivity from single-molecule images for super-resolution mapping
While critical to biological processes, molecular diffusion is difficult to quantify, and spatial
mapping of local diffusivity is even more challenging. Here we report a machine-learning …
mapping of local diffusivity is even more challenging. Here we report a machine-learning …
Accelerating multicolor spectroscopic single-molecule localization microscopy using deep learning
Spectroscopic single-molecule localization microscopy (sSMLM) simultaneously provides
spatial localization and spectral information of individual single-molecules emission, offering …
spatial localization and spectral information of individual single-molecules emission, offering …
Cross-modality transformations in biological microscopy enabled by deep learning
D Hassan, J Domínguez, B Midtvedt… - Advanced …, 2024 - spiedigitallibrary.org
Recent advancements in deep learning (DL) have propelled the virtual transformation of
microscopy images across optical modalities, enabling unprecedented multimodal imaging …
microscopy images across optical modalities, enabling unprecedented multimodal imaging …
Multicolor single-molecule localization microscopy: review and prospect
Single-molecule localization microscopy (SMLM) surpasses the diffraction limit by randomly
switching fluorophores between fluorescent and dark states, precisely pinpointing the …
switching fluorophores between fluorescent and dark states, precisely pinpointing the …
Minimizing molecular misidentification in imaging low-abundance protein interactions using spectroscopic single-molecule localization microscopy
Super-resolution microscopy can capture spatiotemporal organizations of protein
interactions with resolution down to 10 nm; however, the analyses of more than two proteins …
interactions with resolution down to 10 nm; however, the analyses of more than two proteins …
DeepQR: single-molecule QR codes for optical gene-expression analysis
Optical imaging and single-molecule imaging, in particular, utilize fluorescent tags in order
to differentiate observed species by color. The degree of color multiplexing is dependent on …
to differentiate observed species by color. The degree of color multiplexing is dependent on …
Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
Significance The dual-wedge prism (DWP)-based spectroscopic single-molecule
localization microscopy (sSMLM) system offers improved localization precision and …
localization microscopy (sSMLM) system offers improved localization precision and …
Artificial Intelligence‐Empowered Spectroscopic Single Molecule Localization Microscopy
Spectroscopic single‐molecule localization microscopy (SMLM) has revolutionized the
visualization and analysis of molecular structures and dynamics at the nanoscale level. The …
visualization and analysis of molecular structures and dynamics at the nanoscale level. The …