Noninvasive Cardiac Output and Central Systolic Pressure From Cuff-Pressure and Pulse Wave Velocity. - Vasiliki Bikia; Stamatia Pagoulatou; Bram Trachet; Dimitrios Soulis; Athanase D. Protogerou; Theodore G. Papaioannou; Nikolaos Stergiopulos (IEEE J. Biomed. Health Informatics, 2020)

AI-Based Estimation of End-Systolic Elastance From Arm-Pressure and Systolic Time Intervals. - Vasiliki Bikia; Dionysios Adamopoulos; Stamatia Pagoulatou; Georgios Rovas; Nikolaos Stergiopulos (Frontiers Artif. Intell., 2021)

Testing an inverse modeling approach with gradient boosting regression for stroke volume estimation using patient thermodilution data. - Vasiliki Bikia; Dionysios Adamopoulos; Marco Roffi; Georgios Rovas; Stéphane Noble; François Mach; Nikolaos Stergiopulos (Frontiers Artif. Intell., 2025)

Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. - Amin Adibi; Xu Cao; Zongliang Ji; Jivat Neet Kaur; Winston Chen; Elizabeth Healey; Brighton Nuwagira; Wenqian Ye; Geoffrey Woollard; Maxwell A. Xu; Hejie Cui; Johnny Xi; et al. (CoRR, 2025)

Expert-level validation of AI-generated medical text with scalable language models. - Asad Aali; Vasiliki Bikia; Maya Varma; Nicole Chiou; Sophie Ostmeier; Arnav Singhvi; Magdalini Paschali; Ashwin Kumar; Andrew Johnston; Karimar Amador-Martinez; Eduardo Juan Perez Guerrero; Paola Naovi Cruz Rivera; et al. (CoRR, 2025)