Original ArticleAsian Journal of Biological and Life SciencesVol. 15 | Issue 1 | 2026 | pp. 143–149Open access
AMR Curator-An Interactive Platform for Analysing AMR Literature Using NLP
- 1,
- 1,
- 1*
- 1 Centre for Bioinformatics, Maharshi Dayanand University, Rohtak, Haryana, INDIA.
Published in Asian Journal of Biological and Life Sciences
Correspondence: Deepshikha Kaushik
Centre for Bioinformatics, Maharshi Dayanand University, Rohtak, Haryana, INDIA.
Email: drdeepshikha.rp.cbinf@mdurohtak.ac.in
Copyright: © 2026 Manuscript Technomedia. This is an open access article.
- Published:
- Jan 1, 2026
- Received:
- Dec 24, 2025
- Accepted:
- Apr 18, 2026
- DOI:
- 10.5530/ajbls.20260077
How to cite
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
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.
Keywords
Subject
Article metadata
| Title | AMR Curator-An Interactive Platform for Analysing AMR Literature Using NLP |
|---|---|
| Authors | Umesh Rani; Naval Singh; Deepshikha Kaushik |
| Affiliations | Centre for Bioinformatics, Maharshi Dayanand University, Rohtak, Haryana, INDIA. |
| Corresponding author | drdeepshikha.rp.cbinf@mdurohtak.ac.in |
| Journal | Asian Journal of Biological and Life Sciences |
| Volume / Issue | Vol. 15, Issue 1 (2026) |
Also in this issue
- Role of Withania somnifera (Ashwagandha) in Stress Management: A Systematic Review of Randomized Controlled Trialspp. 1–8
- Acetylcholine: The Master Messenger of the Nervous Systempp. 9–14
- Biodiversity Checklist of Senga Dollfus, 1934 (Pseudophyllidea: Ptychobothriidae) Species from Different Piscine Hostspp. 15–22
- Genome-Wide Genetic Variant Studies and Functional Insights into Downy Mildew Resistance in Rajasthan Maize Germplasm: A Reviewpp. 23–31
- Application of Machine Learning Algorithms for Early Prediction of Cardiovascular Diseases through Laboratory Biomarkerspp. 32–36