2 papers
cs.AI2026
From Continuous Predictors to Clinical Thresholds: Early Evidence on Performance Trade-offs of Guideline-Based Categorisation for Ischaemic Stroke Outcome Prediction
Esra Zihni, Katryna Cisek, Hamzah Ziadeh +3
Machine learning models achieve strong predictive accuracy for 90-day outcome prediction in acute ischaemic stroke, yet clinical adoption is limited by the misalignment of model ex…
cs.AI2025
Survey for Categorising Explainable AI Studies Using Data Analysis Task Frameworks
Hamzah Ziadeh, Hendrik Knoche
Research into explainable artificial intelligence (XAI) for data analysis tasks suffer from a large number of contradictions and lack of concrete design recommendations stemming fr…