Area of research
Radiology, Nuclear Medicine and Imaging · Physiology
Research interest
Research interests include Computer science, Cystic fibrosis, Thermography, Medicine, Physical therapy, and Heart rate.
Deep learning-based infrared thermography reveals reproducible uniform and individual thermoregulatory responses during running
CFTR modulator therapy drives microbiome restructuring through improved host physiology in cystic fibrosis: the IMMProveCF phase IV trial
Multimodal Web-Based Telerehabilitation for Patients With Post–COVID-19 Condition: Protocol for a Randomized Controlled Trial
Digital and AI-assisted multimodal supportive care, combining physical activity, nutrition, and pain management during chemotherapy for advanced pancreatic cancer patients: study protocol of the European multicenter randomized controlled trial of the RELEVIUM project
ThermoNet: advanced deep neural network-based thermogram processing pipeline for automatic time series analysis of specific skin areas in moving legs
StereoThermoLegs: label propagation with multimodal stereo cameras for automated annotation of posterior legs during running at different velocities
Acute physiological responses to a pyramidal exercise protocol and the associations with skin temperature variation in different body areas
Resilience and stability of the CF- intestinal and respiratory microbiome during nutritional and exercise intervention
An exploratory, intra- and interindividual comparison of the deep neural network automatically measured calf surface radiation temperature during cardiopulmonary running and cycling exercise testing: A preliminary study
Towards Exercise Radiomics: Deep Neural Network-Based Automatic Analysis of Thermal Images Captured During Exercise
Kinetics and Topology of DNA Associated with Circulating Extracellular Vesicles Released during Exercise
Feasibility and implementation of a personalized, web-based exercise intervention for people with cystic fibrosis for 1 year
Infrared Thermography in Exercise Physiology: The Dawning of Exercise Radiomics