3 papers
cs.LG2026
A Comparative Study of Deep Learning Architectures for Multi-Horizon Behavioural Forecasting for Mobile Health
Pavlos Nicolaou, Kleanthis Malialis, Artemis Kontou +1
Wearable devices and smartphones generate rich behavioural time series that can support proactive health interventions, yet systematic comparisons of modern forecasting architectur…
eess.SP2026
A Novel end-to-end Digital Health System Using Deep Learning-based ECG Analysis
Artemis Kontou, Natalia Miroshnikova, Costakis Matheou +4
This study presents AI-HEART, a cloud-based information system for managing and analysing long-duration ambulatory electrocardiogram (ECG) recordings and supporting clinician decis…
q-bio.PE2026
Cross-Country Learning for National Infectious Disease Forecasting Using European Data
Zacharias Komodromos, Kleanthis Malialis, Artemis Kontou +1
Accurate forecasting of infectious disease incidence is critical for public health planning and timely intervention. While most data-driven forecasting approaches rely primarily on…