CarbGeM Launches Advanced AI-Powered “Nugent Score” Application

– Introducing an Application Integrated with the Cloud-Based AI Imaging Platform “CarbConnect®” Co-Developed with Kameda Medical Center to Enhance and Standardize Bacterial Vaginosis Diagnostics –

Tokyo, Japan – December 25, 2024 – CarbGeM Inc. (Headquarters: Shibuya, Tokyo; CEO: Masakazu Nakajima) has officially launched its new AI-powered application, Nugent Score AI, designed to support the analysis of Gram-stained slide images for microbiologists, researchers, and clinical laboratories.

Nugent Score AI is equipped with an advanced AI model co-developed by CarbGeM and the Clinical Laboratory Department of Kameda Medical Center* (Location: Kamogawa, Chiba; Representative: Takaaki Kameda). This application has been meticulously designed to deliver both accuracy and practicality. It integrates seamlessly with the CarbConnect® cloud-based AI imaging platform and is available as a Research Use Only (RUO) application.

The research findings underlying the development of this application have been published in the prestigious Microbiology Spectrum journal by the American Society for Microbiology. The study highlights the potential of deep learning models to predict Nugent Scores and support the diagnosis of bacterial vaginosis.

Read the publication here: Microbiology Spectrum Article

＊Note: “Kameda Medical Center” refers to the collective facilities centered around Kameda General Hospital.

About “Nugent Score AI”

Development Background

The evaluation of Nugent Scores, a critical process in diagnosing bacterial vaginosis, is a key responsibility for microbiologists and researchers. However, manual scoring often faces challenges in consistency and efficiency. Nugent Score AI addresses these issues by leveraging AI technology to support scoring and streamline analysis.

This application follows the release of CarbGeM’s other CarbConnect-integrated tools, such as BiTTE® lite and the ZOI Analysis App, and is available globally to enhance microbiological research and diagnostics.

Key Features

  • AI-Powered Analysis Assistance
    Advanced AI algorithms analyze Gram-stained images of vaginal secretions captured via a microscope, providing suggested Nugent Scores to improve consistency in interpretation.
  • Rapid Results
    Instantly generates Nugent Scores, enabling swift decision-making and analysis.
  • Seamless Image Upload
    Users can easily upload images captured via C-mount cameras or from their device, with immediate AI analysis.

For more information about Nugent Score AI, please visit webpage: https://carb-connect.com/applications/NUGENTSCORE_1

Use Cases

  • Support for Clinical Laboratory Diagnostics
    Assists laboratory technicians in evaluating Nugent Scores consistently, improving accuracy in daily diagnostic workflows.
  • Enhanced Data Analysis for Research
    Facilitates faster data analysis for researchers studying bacterial vaginosis or other microbiological topics, reducing workload and time.
  • Microbiology Training for Education
    Functions as an educational tool for students and novice technicians, enabling accurate skill acquisition in Nugent scoring techniques.
  • Application in Large-Scale Research Projects
    Provides high-speed results, making it ideal for projects requiring the handling of a significant number of samples.

Expected Benefits

  • Consistent Interpretation
    Reduces variability and enhances reliability through AI-driven Nugent Score suggestions.
  • Reduced Manual Workload
    Minimizes the burden of manual scoring, allowing researchers and technicians to focus on higher-priority tasks.
  • Improved Efficiency for Large Sample Volumes
    Accelerates analysis and ensures efficiency in high-throughput environments.

About CarbConnect®

CarbConnect® enables secure image storage, real-time communication, and seamless collaboration among experts, even across remote locations. This platform supports image-driven workflows in medical, research, and imaging-focused environments, accessible via PCs, smartphones, and tablets.

For more details, please visit: CarbConnect Details
Register for CarbConnect® here: https://www.carb-connect.com/create-account

Future Outlook

With the release of Nugent Score AI, CarbGeM aims to contribute to improving the efficiency and accuracy of microbiological analysis using AI technologies. Leveraging the CarbConnect® platform, CarbGeM will continue to develop next-generation analysis tools to advance the medical and research fields further.

About CarbGeM Inc.

CarbGeM Inc. is committed to applying its proprietary AI analysis technologies to combat bacterial infections through the convergence of biology and digital innovation. Through open innovation with leading domestic and international research institutions, the company aims to address global challenges, such as antimicrobial resistance.

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