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Rwanda healthcare system assessed for Big Data Analytics in diabetes management

A study assessed the Rwanda healthcare system's readiness to implement Big Data Analytics (BDA) for diabetes management. The research involved a five-day workshop with 25 stakeholders from various fields, including healthcare professionals, policymakers, and technology providers. Findings revealed both the potential benefits and significant challenges of BDA adoption, leading to the proposal of a practical BDA framework utilizing explainable machine learning models. AI

RANK_REASON This is a research paper detailing a needs assessment for implementing a specific technology in a healthcare system. [lever_c_demoted from research: ic=1 ai=0.7]

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  1. arXiv cs.AI TIER_1 English(EN) · Silas Majyambere, Tony Lindgren, Workneh Y. Ayele, Celestin Twizere ·

    Implementation of Big Data Analytics for Diabetes Management: Needs Assessment in the Rwanda Healthcare System

    arXiv:2605.26786v1 Announce Type: cross Abstract: Diabetes is a chronic metabolic disease that can lead to serious health problems if not diagnosed and managed early. Big Data Analytics (BDA) and machine learning offer practical tools for analyzing large health datasets and suppo…