The Role of AI in Microbiological Diagnostics: Innovations and Future Prospects

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1. Verfasser: Meenakshi Rani
Format: Recurso digital
Veröffentlicht: Zenodo 2025
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author Meenakshi Rani
author_facet Meenakshi Rani
contents <p><span>The evolution of microbiological diagnostics has significantly enhanced microbial identification and antibiotic susceptibility testing. This article explores advancements in automation and artificial intelligence (AI) within microbiology, emphasizing their influence on diagnostic precision, laboratory efficiency, and clinical outcomes. Additionally, it examines emerging AI applications such as real-time pathogen detection, predictive analytics for outbreak prevention, and AI-assisted antimicrobial stewardship. AI-based approaches are revolutionizing microbiological diagnostics, reducing turnaround times, and contributing to intelligent, data-driven solutions for infectious disease management</span></p>
format Recurso digital
id zenodo_https___doi_org_10_5281_zenodo_14810967
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language
publishDate 2025
publisher Zenodo
record_format zenodo
spellingShingle The Role of AI in Microbiological Diagnostics: Innovations and Future Prospects
Meenakshi Rani
Microbiological Diagnostics, Innovations, Future Prospects
<p><span>The evolution of microbiological diagnostics has significantly enhanced microbial identification and antibiotic susceptibility testing. This article explores advancements in automation and artificial intelligence (AI) within microbiology, emphasizing their influence on diagnostic precision, laboratory efficiency, and clinical outcomes. Additionally, it examines emerging AI applications such as real-time pathogen detection, predictive analytics for outbreak prevention, and AI-assisted antimicrobial stewardship. AI-based approaches are revolutionizing microbiological diagnostics, reducing turnaround times, and contributing to intelligent, data-driven solutions for infectious disease management</span></p>
title The Role of AI in Microbiological Diagnostics: Innovations and Future Prospects
topic Microbiological Diagnostics, Innovations, Future Prospects
url https://doi.org/10.5281/zenodo.14810967