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Author

C. M. Anyanwu

2 papers indexed here

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Open access Aug 2026

Reinforcement Learning for Personalized Insulin Dosing: A Comparative Study of A2C, SAC and PPO on Real-World Clinical Data

Personalized insulin dosing for Type 1 diabetes mellitus (T1DM) remains challenging because of complex glucose-insulin dynamics and substantial patient variability. Reinforcement learning (RL) has emerged as a promising approach for adaptive insulin management, yet the reliability of learned policies depends heavily on...

C. M. Anyanwu, Nkiru C. Ogbonna, Mary Ofuru Kam et al. · 0 citations
Open access Aug 2026

Machine Learning- Based Cardiovascular Disease Risk Prediction in Hypertensive Patients: Explainable insights into Clinical Risk Factors

Findings highlight blood pressure and body size measures as the dominant clinical signals in this dataset, while demonstrating the potential of an explainable machine-learning model based on routinely collected clinical data to support cardiovascular risk stratification and clinical decision-making in hypertensive pati...

C. M. Anyanwu, J. C. Onyianta, Ogechi Gift Onyedi et al. · 0 citations

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