Caterina Fuster-Barceló

Caterina Fuster-Barceló

Post-Doctoral Researcher

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Pages

Posts

Future Blog Post

less than 1 minute read

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This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

Blog Post number 4

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 3

less than 1 minute read

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Blog Post number 2

less than 1 minute read

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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

hackathons

Accessibility of DL models from Java Hackathon

Published:

Global BioImaging and AI4Life organized a hackathon in Milan from February 6-10, 2023. The overarching goal of this event was to improve the accessibility of Deep Learning methods in Java-based image analysis tools and libraries. The event was held at the Human Technopole and was attended by a total of 21 participants from various parts of the world.

portfolio

publications

ELEKTRA: ELEKTRokardiomatrix Application to biometric identification with Convolutional Neural Networks

Published in Published at Neurocomputing, 2021

Biometric identification using ELEKTRokardiomatrix by Convolutional Neural Networks

Recommended citation: Fuster-Barceló, Caterina, Pedro Peris-Lopez, and Carmen Camara. "ELEKTRA: ELEKTRokardiomatrix application to biometric identification with convolutional neural networks." Neurocomputing 506 (2022): 37-49. https://doi.org/10.1016/j.neucom.2022.07.059

Featured in: https://www.20minutos.es/salud/actualidad/5084580/

Unleashing the Power of Electrocardiograms: A novel approach for Patient Identification in Healthcare Systems with ECG Signals

Published in preprint, 2023

Unleashing the Power of Electrocardiograms: A novel approach for Patient Identification in Healthcare Systems with ECG Signals

Recommended citation: Caterina Fuster-Barceló, Carmen Camara, and Pedro Peris-Lopez. "Unleashing the Power of Electrocardiograms: A novel approach for Patient Identification in Healthcare Systems with ECG Signals" Arxiv 2023 https://doi.org/10.48550/arXiv.2302.06529

Exploring the Power of Ppg Matrix for Atrial Fibrillation Detection with Integrated Explainability

Published in Engineering Applications of Artificial Intelligence, 2023

Exploring the power of photoplethysmogram matrix for atrial fibrillation detection with integrated explainability

Recommended citation: Fuster-Barceló, C., Guerrero-López, A., Camara, C., & Peris-Lopez, P. (2024). Exploring the power of photoplethysmogram matrix for atrial fibrillation detection with integrated explainability. Engineering Applications of Artificial Intelligence, 133, 108325. https://doi.org/10.1016/j.engappai.2024.108325

Unveiling Hidden Patterns: Harnessing the Power of Short PPG-Traces for Atrial Fibrillation Detection

Published in 2023 IEEE 19th International Conference on Body Sensor Networks (BSN), 2023

Unveiling Hidden Patterns: Harnessing the Power of Short PPG-Traces for Atrial Fibrillation Detection

Recommended citation: Pedro Peris-Lopez, Caterina Fuster-Barceló, Carmen Camara, and Honorio Martin. "Unveiling Hidden Patterns: Harnessing the Power of Short PPG-Traces for Atrial Fibrillation Detection" https://ieeexplore.ieee.org/abstract/document/10331002

DL4MicEverywhere: Deep learning for microscopy made flexible, shareable, and reproducible

Published in , 2023

DL4MicEverywhere: Deep learning for microscopy made flexible, shareable, and reproducible

Recommended citation: DL4MicEverywhere: Deep learning for microscopy made flexible, shareable, and reproducible Iván Hidalgo-Cenalmor, Joanna W Pylvänäinen, Mariana G Ferreira, Craig T Russell, Ignacio Arganda-Carreras, AI4Life Consortium, Guillaume Jacquemet, Ricardo Henriques, Estibaliz Gómez-de-Mariscal bioRxiv 2023.11.19.567606; doi: https://doi.org/10.1101/2023.11.19.567606 https://www.biorxiv.org/content/10.1101/2023.11.19.567606v1.abstract

Estimación de la proporción de hidrops endolinfático en pacientes con la enfermedad de Mèniére

Published in CASEIB, 2023

Estudio sobre la proporción de hidrops endolinfático en pacientes con la enfermedad de Mèniére con técnicas de Deep Learning.

Recommended citation: G.R. Delicado-Correa, C. Fuster-Barceló, V.M. Suárez-Vega, N. Pérez-Fernández, G. Bastarrika, A. Muñoz-Barrutia "Estimación de la proporción de hidrops endolinfático en pacientes con la enfermedad de Mèniére" CASEIB (2023).

Bridging the Gap: Integrating Cutting-edge Techniques into Biological Imaging with deepImageJ

Published in , 2023

Bridging the Gap: Integrating Cutting-edge Techniques into Biological Imaging with deepImageJ

Recommended citation: Bridging the Gap: Integrating Cutting-edge Techniques into Biological Imaging with deepImageJ Caterina Fuster-Barceló, Carlos García López de Haro, Estibaliz Gómez-de-Mariscal, Wei Ouyang, Jean-Christophe Olivo-Marin, Daniel Sage, Arrate Muñoz-Barrutia bioRxiv 2024.01.12.575015; doi: https://doi.org/10.1101/2024.01.12.575015 https://www.biorxiv.org/content/10.1101/2024.01.12.575015v1.abstract

talks

¿Quién me lo habría dicho?

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He tenido el placer de dar una pequeña charla en la semifinal de Unidreams sobre mi trayectoria profesional. La he tituloado ¿Quién me lo habría dicho? porque si alguien me llega a preguntar cuando tenía 18 años qué quería ser de mayor, no hubiera dicho ni de lejos que iba a ser ingeniera y menos aún que iba a tener un doctorado en Ciencia y Tecnología Informática.

Meet the BioImage.IO Chatbot

Published:

Since January 2024, Elixir has been hosting virtual talks on generative AI. I was fortunate to secure a presentation slot to showcase the BioImage.IO Chatbot and its latest features. This includes the integration of bio.tools from Elixir into our chatbot’s knowledge base.

BioImage.IO Chatbot Talk

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On June 2024 I had the pleasure to present the BioImage.IO Chatbot at the ZIDAS Summer School in ETH Zurich, Switzerland. The ZIDAS Summer School is a unique event that brings together leading experts in the field of bioimage analysis, providing a platform for knowledge exchange and collaboration.

teaching

Estimation of Endolymphatic Hydrops Ratios in Ménière’s Disease

Bachelor Thesis, Degree in Biomedical Engineering, Universidad Carlos III de Madrid, 2023

I worked in co-tutorship with Arrate Muñoz-Barrutia on this bachelor thesis titled “Estimation of Endolymphatic Hydrops Ratios in Ménière’s Disease.” This was a collaborative project between Universidad Carlos III de Madrid and the Clínica Universidad de Navarra.