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Prosper Ukachi

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#federated learning Open access Sep 2026

Development Of a Federated Learning Model for Fair Healthcare Data Analysis in Selected African Countries

Federated learning (FL) offers a privacy-preserving approach to collaborative machine learning by enabling model training across decentralised health datasets without sharing sensitive individual-level data. This study investigated the fairness and reliability of FL for predicting antenatal care (ANC) utilisation in lo...

Prosper Ukachi · 0 citations
#federated learning Open access Sep 2026

Development Of a Federated Learning Model for Fair Healthcare Data Analysis in Selected African Countries

Federated learning (FL) offers a privacy-preserving approach to collaborative machine learning by enabling model training across decentralised health datasets without sharing sensitive individual-level data. This study investigated the fairness and reliability of FL for predicting antenatal care (ANC) utilisation in lo...

Prosper Ukachi · 0 citations

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