3 papers
cs.LG2025
Predicting Cardiopulmonary Exercise Testing Outcomes in Congenital Heart Disease Through Multi-modal Data Integration and Geometric Learning
Muhammet Alkan, Gruschen Veldtman, Fani Deligianni
Cardiopulmonary exercise testing (CPET) provides a comprehensive assessment of functional capacity by measuring key physiological variables including oxygen consumption (), c…
cs.AI2025
Electronic Health Records: Towards Digital Twins in Healthcare
Muhammet Alkan, Hester Huijsdens, Yola Jones +1
The pivotal shift from traditional paper-based records to sophisticated Electronic Health Records (EHR), enabled systematic collection and analysis of patient data through descript…
cs.AI2025
Artificial Intelligence-Driven Clinical Decision Support Systems
Muhammet Alkan, Idris Zakariyya, Samuel Leighton +3
As artificial intelligence (AI) becomes increasingly embedded in healthcare delivery, this chapter explores the critical aspects of developing reliable and ethical Clinical Decisio…