María M. Marquez-Sosa

PhD student in Signal and Image Processing | Laboratoire CREATIS | MYRIAD team | Université Claude Bernard Lyon I

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🏠 From Mérida, VEN 🇻🇪

🌐 Based in Lyon, FR 🇫🇷

I am a PhD student in Signal and Image Processing at Laboratoire CREATIS (UMR 5220), Université Claude Bernard Lyon 1, INSA-Lyon, CNRS, and Inserm. My research explores the fusion of Deep Learning and Computer Vision for 3D image segmentation and registration.

I graduated Summa Cum Laude from the Master of Science in Artificial Intelligence at Pontificia Universidad Javeriana and was honored as Valedictorian in my Biomedical Engineering Bachelor’s. My research interests include image processing, computer graphics, data analysis, and machine learning-based biomedical applications.

highlights

Mar 27, 2025 Became MICCAI Student Member (The Medical Image Computing and Computer Assisted Intervention Society)
Mar 18, 2025 Conference Presentation at IABM 2025  
📍 Nice, France 🇫🇷
Feb 28, 2025 Creation of through mis yeux project 📷
Jan 01, 2025 Became IEEE Graduate Student Member  
  • French Chapter 🇫🇷
Oct 01, 2024 Started my PhD in the Université de Lyon 1 - EEA  
📍 Lyon, France 🇫🇷

selected publications

  1. Predictive Modeling of Diabetes Hospital Readmission Using Machine Learning Algorithms
    María Marquez Sosa, and Daniel Felipe Hernandez
    In 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2023
    DOI
  2. Characterization and Classification Algorithm for Mammography Images by means of the BIRADS Assessment Categories
    María M. Marquez-Sosa, Álvaro D. Orjuela-Cañón , Juan M. López López , and Sandra Liliana Cancino
    In 2021 IEEE URUCON, 2021
    DOI