Related Experiment Video
Updated: Nov 19, 2025

Author Spotlight: Unraveling Bacterial Responses to Antibiotics and Immune System in Tissues
Published on: March 1, 2024
Deep Learning for Imaging and Detection of Microorganisms
Yang Zhang1, Hao Jiang1, Taoyu Ye1
1College of Science, Harbin Institute of Technology (Shenzhen), Shenzhen, Guangdong, 518055, China.
Abstract:
Despite tremendous recent interest, the application of deep learning in microbiology has still not reached its full potential. To tackle the challenges faced by human-operated microscopy, deep-learning-based methods have been proposed for microscopic image analysis of a wide range of microorganisms, including viruses, bacteria, fungi, and parasites. We believe that deep-learning technology-based systems will be on the front line of monitoring and investigation of microorganisms.
Related Concept Videos
Three-Dimensional Microscopy in Microbiology
Two-Dimensional Microscopy in Microbiology
Imaging Biological Samples with Optical Microscopy
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
Super-resolution Fluorescence Microscopy

