Classification of fungal genera from microscopic images using artificial intelligence

• Główni autorzy: Md Arafatur Rahman (Autor), Madelyn Clinch (Autor), Jordan Reynolds (Autor), Bryan Dangott (Autor), Diana M. Meza Villegas (Autor), Aziza Nassar (Autor), D. Jane Hata (Autor), Zeynettin Akkus (Autor)
• Format: Książka
• Wydane: Elsevier, 2023-01-01T00:00:00Z.
• Hasła przedmiotowe: article
• Dostęp online: Connect to this object online.

Microscopic image examination is fundamental to clinical microbiology and often used as the first step to diagnose fungal infections. In this study, we present classification of pathogenic fungi from microscopic images using deep convolutional neural networks (CNN). We trained well-known CNN archite...