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AMR Curator-An Interactive Platform for Analysing AMR Literature Using NLP

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  1. 1Centre for Bioinformatics, Maharshi Dayanand University, Rohtak, Haryana, INDIA.

CORRESPONDENCE

Deepshikha Kaushik

Centre for Bioinformatics, Maharshi Dayanand University, Rohtak, Haryana, INDIA.

drdeepshikha.rp.cbinf@mdurohtak.ac.in

Received: 24-12-2025; Revised: 09-02-2026; Accepted: 18-04-2026.

Volume 15, Issue 1 · pp. 143-149 · 2026 · DOI: 10.5530/ajbls.20260077

ABSTRACT

Background: The rising issue of Antimicrobial Resistance (AMR) poses a major threat to global health.Objectives: This study introduces a Streamlit application that helps analyze and visualize trends in AMR literature using natural language processing and interactive data visualization.Materials and Methods: We curated a PubMed dataset comprising abstracts published from 2015 to 2025 and used advanced techniques such as topic modeling, named entity recognition, and keyword analysis. We processed 154608 AMR-related abstracts, identified five main research themes by topic modelling, categorized biomedically relevant entities into key pathogens, antimicrobial agents, and geographical entities using NER.Results: Our user-friendly interface represents literature-based AMR analysis tools that combines multiple analytical methods into a single platform. The platform is freely accessible at [https://d-k-02-amr-dashboard-app-qdprm0. streamlit.app/].Conclusion: This tool offers researchers, epidemiologists, and policymakers an interactive resource for tracking research trends and making informed decisions in antimicrobial stewardship.

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    Rani, U., Singh, N., & Kaushik, D. (2026). AMR Curator-An Interactive Platform for Analysing AMR Literature Using NLP. Asian Journal of Biological and Life Sciences, 15(1), 143-149. https://doi.org/10.5530/ajbls.20260077

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    © 2026 Author(s)

    This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited. CC BY 4.0