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T. Mandal

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Review Open access Sep 2026

Bedside data to clinical foresight: the emerging role of nurses in AI-enabled predictive care and early patient deterioration detection

Early recognition of patient deterioration remains a cornerstone of high-quality nursing care and is essential for preventing avoidable morbidity, mortality, and unplanned intensive care admissions. Despite advances in physiological monitoring, delays in recognizing subtle clinical changes continue to contribute to adv...

R. Sheeba, N. Murugananandan, Tamilselvan et al. · 0 citations
Review Open access Aug 2026

Team nursing as a strategic response to the global nursing workforce shortage: challenges, opportunities and future directions

Team nursing may serve as a pragmatic component of broader workforce reform, but its success depends on context-sensitive implementation, protection of professional nursing expertise, and rigorous evaluation.

N. Muruganandan, Ivan Abhishek Prakash, T. Mandal et al. · 0 citations

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