2023
VAP risk index: Early prediction and hospital phenotyping of ventilator-associated pneumonia using machine learning.
Artif. Intell. Medicine, December, 2023

A Comparative Analysis of Machine Learning Models for Early Detection of Hospital-Acquired Infections.
CoRR, 2023

2020
Pervasive Lying Posture Tracking.
Sensors, 2020

Additional Value of Augmenting Current Subscales in Braden Scale with Advanced Machine Learning Technique for Pressure Injury Risk Assessment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2018
Gated Recurrent Neural Networks for EMG-Based Hand Gesture Classification. A Comparative Study.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

EMG Channel Selection for Improved Hand Gesture Classification.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automatic Detection of Arousals During Sleep Using Multiple Physiological Signals.
Proceedings of the Computing in Cardiology, 2018