PhD students | Axis 2

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

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

 

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)

Research project
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

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
Neurodegenerative pathologies, acoustic markers, artificial intelligence, speech therapy

Affiliation
Université Côte d'Azur, Laboratoire CoBTeK

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

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
Machine Learning, Medical Imaging, AI

Affiliation
EURECOM