Axis 2: AI for Integrative Computational Medicine
Hava Chaptoukaev (Chair of M.A. Zuluaga)
Research project
Artificial Intelligence Tools for Preventive E-medicine
#Hashtags
Signal processing, Time series, Multimodal learning, Missing data
Affiliation
EURECOM
Eloïse Da Cunha (Chair of F. Bremond)
Research project
ACE: Automated acoustic Classification as a new tool of Evolution’s prediction of neurodegenerative diseases
#Hashtags
Neurodegenerative pathologies, acoustic markers, artificial intelligence, speech therapy
Affiliation
Université Côte d'Azur, Laboratoire CoBTeK
Frederica Facente (Chair of P. Berthet-Rayne)
Research project
Learning Statistical and Biomedical Models for multimodal imageanalysis – application to Image Guided Surgical Robotics
#Hashtags
Image processing, surgical robotics, deep learning
Affiliation
Inria
Sara Frusone (Chair of V. Zarzoso)
Research project
Multimodal machine learning for patient tailored catheter ablation of persistent atrial fibrillation
#Hashtags
Machine learning, deep learning, signal processing, computing in cardiology, electrophysiology
Affiliation
Université Côte d'Azur, i3S
Francesco Galati (Chair of M.A Zuluaga)
Research project
Interactive and Collaborative Learning for 3D Vessel Segmentation
#Hashtags
Deep Learning, Vessel Segmentation, Generative Models, Latent Representation Learning, Quality Control
Affiliation
EURECOM
Lisa Guzzi (Chair of J. Raffort-Lareyre)
Research project
Automatic segmentation of the vascular system to enhance AI-based decision support system for peripheral artery disease
#Hashtags
Vascular System, Segmentation, Computed Tomography Angiography, Peripheral Artery Disease
Affiliation
Université Côte d'Azur
Manasi Kattel (Chair of N. Ayache)
Research project
Deep learning methods for the analysis and exploitation of US images
#Hashtags
Deep learning, Ultrasound, Medical Image Analysis, Multimodal learning
Affiliation
Inria
Huiyu Li (Chair of H. Delingette)
Machine Learning Methods for the Anonymization of health Data
#Hashtags
Data Stealing Attack, Medical Image Anonymization, Data Privacy, Model Security
Affiliation
Inria, Epione
Vincenzo Marciano (Chairs of S. Ourselin & M. A. Zuluagua)
Research project
Robust artificial intelligence-based framework using multiparametric magnetic resonance imaging for prostate cancer management in patients on active surveillance
#Hashtags
Machine Learning, Medical Imaging, AI
Affiliation
EURECOM
Valeriia Rezapova (Claudine Blin)
Research project
Deciphering the diversity of multinucleated osteoclasts to understand their contribution in chronic inflammatory diseases
#Hashtags
Single cell RNA sequencing, osteoclasts, inflammatory diseases, multinucleated cells, computational analysis
Affiliation
Université Côte d'Azur
Rafael Silva (Chair of M. Sermesant)
Research project
Artificial Intelligence for Cardiac Monitoring: Portable Multimodal Cardiac Function Analysis
#Hashtags
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Affiliation
Inria
Tomasz Stanczyk (Chair of F. Bremond)
Research project
Deep Learning methods for human behavior monitoring
#Hashtags
Computer Vision, Deep Learning, Multi-Object Tracking, Long-Term Tracking
Affiliation
Inria
Valeriya Strizhkova (Chair of F. Bremond)
Research project
Emotion Detection using Deep Learning
#Hashtags
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Affiliation
Inria, STARS
Clara Thomas (Chair of J-P. Merlet)
Research project
Using AI for the design/exploitation of a walking assistance/walk monitoring device
#Hashtags
Walking assistance, modelling, parallel cable robot, artificial intelligence
Affiliation
Inria
Romain Tissot (Chair of J-P. Merlet)
Research project
Using IA and cable-driven parallel robots for the assistance to frail people and medical monitoring
#Hashtags
Cable-Driven parallel robots, Robotic, Deep-learning, Interval analysis
Affiliation
Inria, HEPAHISTOS
Seongro Yoon (Chair of François Bremond)
Research project
Emotion Understanding via Multimodal Frameworks
#Hashtags
AI, Deep Learning, Computer Vision
Affiliation
INRIA, STARS