About
WORK
My research at the Institute for Instrumentation in Molecular Imaging (i3M) focuses on applying Deep Learning and Computer Vision techniques to improve image quality in PET imaging systems. In particular, my work is centered on the optimization of image reconstruction and denoising methods for the IMAS Total-Body PET system installed at Hospital Universitari i Politècnic La Fe.
CURRENT PROJECTS
I am currently working on the development and evaluation of denoising algorithms for PET images, while completing my doctoral thesis. My goal is to contribute to more accurate, robust, and reliable medical imaging technologies.
RESEARCH INTEREST
My research interests lie at the intersection of Artificial Intelligence, medical imaging, and healthcare technology. I have developed software for lesion and tumor segmentation in medical images and have experience working in collaborative programming environments and team-based research projects. I am motivated to build high-impact technologies that support clinical decision-making and improve patient outcomes.
EDUCATION
- PhD Candidate in Technologies for Health and Wellbeing, Universitat Politècnica de València (UPV)
Expected completion: 2028 - MSc in Medical Imaging and Applications (Erasmus)
University of Girona · University of Bourgogne · Università degli Studi di Cassino e del Lazio Meridionale
May 2024 - BSc in Biomedical Engineering
Monterrey Institute of Technology and Higher Education
July 2021
WORK EXPERIENCE
- System Validation Engineer – Xenon Family CPU
Intel Guadalajara Design Center
July 2021 – August 2022
Scientific Contributions
Conferences
November 2025
- Poster presentation, Denoising of Small Animal PET Scans Using Deep Image Prior
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS MIC RSTD), Yokohama, Japan. - Poster presentation, 3D Impact Position Determination Using Neural Networks in the IMAS Total-Body PET
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS MIC RSTD), Yokohama, Japan. - Poster presentation, IMAS: Unique Total-Body PET System with DOI and TOF — First Clinical Tests
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS MIC RSTD), Yokohama, Japan.
October 2025
- Oral presentation, PET Image Quality Impact with CT Dosage Optimization
V RSEF / IFIMED Conference on Medical Physics, València, Spain.
May 2025
- Oral presentation, Evaluación del impacto de la dosis de TC en la calidad de la reconstrucción PET en el sistema IMAS de cuerpo entero
9th Joint Congress of the Spanish Society of Medical Physics and the Spanish Society of Radiological Protection (SEFM–SEPR), Toledo, Spain.
Conferences and Hackathons
- October 2023 — Women in Data Science: Biomedicine
- July 2023 — Oxford Machine Learning Summer School, Health Track
- March 2021 — Neurodiversity Hackathon with AstraZeneca
Certification
- Transparency and Accountability for Robots and AI Systems — IEEE Educational Activities, December 2021
- Product Assurance and Security Yellow Belt — Intel Corporation, December 2021
- Corporate Quality Network: Software Quality White Belt — Intel Corporation, December 2021
- Social Engineering for Cybersecurity — IEEE Educational Activities, December 2021
- Engineering for Human Rights — IEEE Educational Activities, November 2021
- Engineering Ethics: Building a Strong Foundation — IEEE Educational Activities, November 2021
- Human Emotions in Devices and Technology — IEEE Educational Activities, November 2021
- Introduction to Requirements Engineering — IEEE Educational Activities, November 2021
- People Skills in Engineering — IEEE Educational Activities, November 2021
- Quality Control of X-Ray Equipment — Fluke Corporation, March 2021
- Cybersecurity in Healthcare — Erasmus University Rotterdam, March 2021
- Product Assurance and Security White Belt — Intel Corporation, August 2021
- Hospital Management — Biomedex Biomedical Engineer, September 2019
