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J. Olickal

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Open access Sep 2026

Knowledge and perspectives of primary care providers regarding prediabetes in rural India: a mixed-methods study

With the current prevalence of 8%, recent studies have predicted a rising trend in prediabetes. Primary healthcare providers need to have a sufficient understanding of prediabetes to enable early detection and management at the community level. Therefore, this study aimed to assess the knowledge of prediabetes amon...

Pallavi Muniraja, Nidhish Edathattil Thidil, J. Olickal · 0 citations
#federated learning Review Open access Sep 2026

Machine learning-based risk prediction models for type 2 diabetes in primary care: a scoping review

Background Type 2 diabetes mellitus (T2DM) is a major global public health challenge, with many individuals remaining undiagnosed until complications develop. Machine learning (ML)-based risk prediction models have the potential to support early identification of individuals at increased risk using primary care data. H...

Rashita Ravi, J. Olickal · 0 citations

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