相关实验视频

Updated: Jul 16, 2026

Candida albicans Biofilm Chip CaBChip for High-throughput Antifungal Drug Screening
08:05

Candida albicans Biofilm Chip CaBChip for High-throughput Antifungal Drug Screening

Published on: July 18, 2012

13.7K

机器学习用于识别临床相关的Candida酵母菌种类

Shamanth A Shankarnarayan1, Daniel A Charlebois1,2

  • 1Department of Physics, University of Alberta, Edmonton, Alberta, T6G-2E1, Canada.

Medical mycology
|December 22, 2023
PubMed
概括

机器学习可以从显微镜图像中准确识别Candida物种. 发明V3模型表现最好,改善了关键真菌病原体的识别率.

关键词:
在Candida种类的Candida物种中.深度神经网络是一个神经网络.菌性感染 菌性感染 菌性感染机器学习是机器学习.医学人工智能诊断AI诊断

更多相关视频

Use of Image Cytometry for Quantification of Pathogenic Fungi in Association with Host Cells07:58

Use of Image Cytometry for Quantification of Pathogenic Fungi in Association with Host Cells

Published on: June 19, 2013

13.0K
Whole Genome Sequencing of Candida glabrata for Detection of Markers of Antifungal Drug Resistance08:45

Whole Genome Sequencing of Candida glabrata for Detection of Markers of Antifungal Drug Resistance

Published on: December 28, 2017

13.8K

相关概念视频

Methods of Classification and Identification01:28

Methods of Classification and Identification

Bacterial identification relies on a diverse array of techniques to classify and understand microorganisms, each tailored to uncover specific characteristics. Traditional morphological approaches, while still valuable, are limited for closely related or structurally simple organisms. Modern methods integrate biochemical, serological, genetic, and advanced molecular tools to achieve greater accuracy.Morphological and Biochemical TechniquesMorphological characteristics, such as cell shape and...
Rapid Identification of Pathogens01:25

Rapid Identification of Pathogens

MALDI-TOF MS has transformed clinical microbiology by offering a rapid and reliable method for pathogen identification. The traditional approach to microbial identification typically involves time-consuming culture techniques and biochemical tests, which can delay the initiation of appropriate antimicrobial therapy. MALDI-TOF MS avoids these delays by using characteristic ribosomal protein mass patterns of microbial cells, enabling accurate species-level identification within minutes.Principle...
Automated Microbial Diagnostics01:24

Automated Microbial Diagnostics

Automated diagnostic analyzers have transformed clinical microbiology by providing rapid and reliable methods for pathogen identification and antibiotic susceptibility testing. Among these systems, the Vitek 2 is widely used because it automates the traditionally labor-intensive processes of microbial identification (ID) and antibiotic susceptibility testing (AST), delivering standardized and timely results that are essential for effective patient care.Microbial Identification with ID CardsThe...
Candidiasis01:20

Candidiasis

Candidiasis is a fungal infection caused by opportunistic species of Candida. It can affect various anatomical sites, including the skin, oral cavity, nails, and genitourinary tract. Among its forms, vaginal candidiasis is the most common type of mucosal infection. It typically results from the overgrowth of Candida albicans in the vaginal mucosa. Under normal conditions, C. albicans exists as a commensal organism within the vaginal microbiota, regulated by the dominance of lactobacilli, which...