PhD students | Axis 2

Axis 2: AI for Integrative Computational Medicine

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

Ezem Sura Ekmekci (Chair of Nicholas Ayache)

Research project
Real-time surgical assistant for dissection guidance

#Hashtags 
Medical AI, Computer Vision, Foundation Models, Robot Assisted Surgery, Video Analysis

Affiliation
Inria

Federica 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

 

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

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
Cardiac Monitoring, ECG Analysis, Deep Learning, Signal Processing, Embedded Systems

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

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

Seongro Yoon (Chair of François Bremond)

Research project
Emotion Understanding via Multimodal Frameworks

#Hashtags
AI, Deep Learning, Computer Vision

Affiliation
INRIA, STARS