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