Projects
Biomechanics and Rehabilitation
Development of a functional score to guide diagnosis and therapeutic recommendations for knee pathologies
Development of machine learning techniques to determine asymmetry indices in horses and predict locomotor disorders using inertial sensor data
Estimation of kinematic gait parameters from videos
Quantification of workload, horse locomotion, and rider influence under real training conditions
Artificial Intelligence and Health
AI-based screening tool for triaging patients suspected of pulmonary tuberculosis
Early detection of hypoglycemic events using AI and continuous glucose monitoring systems
Application of AI to the analysis of standardized evaluation data on a large scale
Connected Devices and Smart Technologies
Design and development of a smart garment prototype capable of modeling posture in 3D
Connected underwear to address urinary incontinence: Living with dignity and autonomy
A mobile application for predicting chronic pain episodes using a smartwatch
Data Analysis and Machine Learning
Classification and interpretation of multimodal and longitudinal data in biomedical engineering
Quality assessment of data from connected devices for tuberculosis monitoring in rural areas: Preliminary data analysis and power calculation
Identification of drug-target interactions
Cough detection using machine learning techniques
Development of methods to derive kinematic curves from angular velocity and acceleration curves
Education and Social Innovation
Innovation for inclusive education: A digital tool to support personalized intervention planning
Physiology and Medical Data
Sub-phenotypes of hemodynamic parameters and symptoms in prevalent HD patients in centers