Machine-learning-powered extraction of molecular diffusivity from single-molecule images for super-resolution mapping

A machine-learning-enabled approach, pixels-to-diffusivity (Pix2D), directly extracts the diffusion coefficient D from single molecule images and enables super-resolved D spatial mapping.

Bibliographic Details
Main Authors: Ha H. Park, Bowen Wang, Suhong Moon, Tyler Jepson, Ke Xu
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Communications Biology
Online Access:https://doi.org/10.1038/s42003-023-04729-x