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

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Affiliation
EURECOM

Zhijie Fang (Chair of N. Ayache)

Research project
Statistical Learning for multimodal registration medical images

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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

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Affiliation
Université Côte d'Azur

 

Francesco Galati (Chair of M.A Zuluaga)

Research project
Interactive and Collaborative Learning for 3D Vessel Segmentation 

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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

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Affiliation
Inria

 
 

Huiyu Li (Chair of H. Delingette)

Research project
Machine Learning Methods for the Anonymization of health Data

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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

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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

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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