In the Algorithmic Fairness in Diabetes Prediction (ALFADIAB) project, we are researching clinical decision-making from an algorithmic perspective. We aim to audit existing models and build updated algorithms to support the equitable prognostic clinical prediction of physical and mental disease outcomes as a possible entry-point to narrowing healthcare inequalities.

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The project is funded by the Novo Nordisk Foundation.

 

Principal investigator: Associate professor Tibor V Varga

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Key publications:

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• Varga TV (2023). "Algorithmic fairness in cardiovascular disease risk prediction: overcoming inequalities". Open Heart 10(2): e002395. Link