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
Zhijie Fang (Chair of N. Ayache)
Research project
Statistical Learning for multimodal registration medical images
#Hashtags
Multi-Modal Image Registration, Image-Guided Therapy.
Affiliation
Inria, Epione
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
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
Etrit Haxholli (Chair of M. Lorenzi)
Research project
Exploring latent dynamical models for failure prediction in time-series of high-dimensional and heterogeneous data
#Hashtags
Anomaly Detection, Failure Prediction, Time Series, Latent Dynamical Models
Affiliation
Inria, Epione
Lucia Innocenti (Chair of S. Ourselin)
Research project
Multi-centric AI-based frame-work for prostate cancer patients management on active surveillance through robust federated learning
#Hashtags
Federated Learning, Prostate Cancer, Active Surveillance
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
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
Hugo Schmutz (Chair of O. Humbert)
Research project
Predicting immunotherapy response of lung cancer patients using deep semi-supervised learning
#Hashtags
Semi supervised Learning, Immunotherapy, Control Variates
Affiliation
Université Côte d'Azur, Centre Antoine-Lacassagne
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
Riccardo Taiello (Chair of M. Lorenzi)
Research project
Data Structuration and Security in Large Scale Collaborative Healthcare Data Analysis
#Hashtags
Federated Learning, Privacy-enhancing technologies, Medical Imaging
Affiliation
Inria, Epione
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
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
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
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
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Affiliation
Inria
Manasi Kattel (Chair of N. Ayache)
Research project
Joint Learning from Medical Images & Text Reports – application to Ultrasound Imaging
#Hashtags
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Affiliation
Inria
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
Vincenzo Marciano (Chair 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
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Affiliation
EURECOM