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Nugent Score AI 1.0

Nugent Score AI 1.0 logo

This app (Nugent Score AI 1.0) is a support tool designed to assist microbiologists, researchers, and laboratories in evaluating Nugent scores efficiently. Leveraging AI technology, the app simplifies the analysis of Gram-stained images taken with a C-mount camera through a microscope, improving diagnostic consistency and accuracy. This tool enhances the workflow for professionals in microbial analysis, serving as an aid rather than a diagnostic device. Intended for Research Use Only (RUO).

Free for the first 14 days

Start Using TodayDownload Samples

Free for the first 14 days

Start Using TodayDownload Samples
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Sample

Original Nugent Score Image Analyzed Nugent Score Image Manually Adjusted Nugent Score Image

Target Users

  • Microbiologists: Professionals seeking reliable assistance for Gram-stained slide analysis.
  • Researchers: Those investigating bacterial vaginosis can streamline their workflow.
  • Laboratories: Clinical and research labs aiming to enhance microbial testing processes with a quick, user-friendly support tool.

Key Features

  • AI-Driven Analysis: Advanced AI algorithms analyze Gram-stained images, providing a suggested Nugent score to support user evaluation, comparable to laboratory technician performance.
  • Quick Results: Obtain results in seconds, enabling rapid interpretation.
  • Seamless Image Upload: Upload images from a C-mount camera or gallery for analysis.

Benefits

  • Consistent Analysis: AI-generated scores help achieve more consistent interpretations, even outperforming manual evaluations.
  • Reduced Manual Burden: Minimizes effort in Nugent scoring, allowing focus on other tasks. Time Efficiency: Expedites analysis, facilitating handling of large sample volumes effectively.

How It Works

  1. Upload an Image: Capture a Gram-stained slide image with a C-mount camera through a microscope or upload an existing image from your gallery.

  2. Run the Analysis: The app processes the image with AI to provide a suggested Nugent score.

  3. View Results: Instantly view the suggested Nugent score, aiding in interpretation.

Caution When Make Specimen

  • Please perform Gram staining using the Bartholomew-Mittwer method.
  • Ensure the specimen used has no staining abnormalities.

Badly Stained Specimen Image Properly Stained Specimen Image

Caution When Photographing

  • Do not use out-of-focus images.

Out-of-Focus Image Properly Focused Image

Publications

American Society for Microbiology（ASM）: Microbiology Spectrum

Performance of deep learning models in predicting the nugent score to diagnose bacterial vaginosis

Acknowledgement

This app has been jointly developed with the Department of Clinical Laboratory, Kameda Medical Center, Higashi-cho 929, Kamogawa, Chiba, Japan.