ALT "Clinical Early Warning Scores are vital tools for identifying patient deterioration early on... While deep learning models trained on electronic health records offer promise in enhancing predictive capabilities, they are susceptible to biases inherent in such data. Based on the CogStack Foresight model, we will design and implement a much-needed fair, robust and reproducible computational early warning system." Dr Zina Ibrahim, Senior Lecturer in Artificial Intelligence, King’s IoPPN