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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ravindra Kumar

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Sep 2026

Deciphering the role of microplastics-related molecular signatures in cervical cancer progression: Transcriptomic analysis and diagnostic model development.

Environmental microplastic exposure has been increasingly implicated in cervical carcinogenesis, yet the underlying biological mechanisms of microplastic-associated disease progression remain largely unexplored. Therefore, this study combined transcriptomic analysis, chemical-gene interaction data, machine learning, an...

V. Navya, Asna Fathima, Ravindra Kumar · 0 citations
Jul 2026

A prognostic immune signaling-related lncRNA-circRNA-mRNA network model for cervical cancer using machine learning.

This network modelling approach establishes that combinatorial modelling of coding and non-coding elements outperforms individual approaches, providing a robust framework for prognostic stratification and therapeutic targeting in cervical cancer.

V. B. Navya, Geethu Muraleedharan, P. K. Fasna et al. · 0 citations
Jul 2026

High Variability in Traditional Polycystic Ovary Syndrome Biomarkers: Embracing the Need for Biomarkers Derived Through Integrative Approaches

The observed heterogeneity underscores the limitations of conventional biomarkers in diagnosing PCOS and supports the development of diverse, accessible, and validated diagnostics aligned with the goals of precision medicine and improved women's reproductive health.

Ashitha Washington, H. Shenoy, Ravindra Kumar · 0 citations

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