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In Trends in microbiology

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.

Zhang Yang, Jiang Hao, Ye Taoyu, Juhas Mario

2021-Jan-30

artificial intelligence, classification, deep learning, detection, microscopic imaging, segmentation