Marina Crespo Aguirre

Biomedical Engineer

@ ETH Zurich
@ Harvard Medical School

About Me

Hey there ! I am a MSc student in Biomedical Engineering at ETH Zürich. Currently completing my MSc thesis at the A. Martinos Center for Biomedical Imaging, supervised by Prof. Iglesias and Prof. Konukoglu. My current work focuses on the DeepL-based reconstruction of Synthetic Ex-Vivo MRI from Dissection Photography.

I hold a BSc Degree in Biomedical Engineering by the Universidad Carlos III of Madrid, during which I spent a year at the University of Maryland.

I am being supported by La Caixa Foundation to pursue my Graduate studies, and I was awarded with two grants from the Emilio Botín Foundation during my Undergraduate studies.

Currently I am in search of open positions for PhDs or industrial internships. Contact me if you are interested in my profile!

Featured Projects

Neural Implicit Fields for the reconstruction of fastMRI

Neural Implicit Fields for reconstructing MRI scans from undersampled, aliased data. The dataset used for this project belongs to the open-source fastMRI dataset. The repository contains different training pipelines, regularization losses and input encoding strategies. The research forms part of a Semester Project carried out at CVL (Fall 2024).

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Medical Image Generation, Retraining on a Strict Budget

Low-computation approach for Data Augmentation using the formulation proposed in SeLoRA. We implemented the methodology to two datasets ( BraTS and PI-CAI), and validated the outputs on a downstream classifier. We achieved comparatively better AUC scores than other baseline methods (i.e. GANS, LoRA). This work belongs to an assignment from the course Deep Learning, ETH Zürich (Fall 2024).

GIT

Publications

Evaluation and assessment of clique arrangements for the estimation of omnipolar electrograms in high density electrode arrays: An experimental animal model study

Samuel Ruipérez-Campillo, Marina Crespo, Álvaro Tormos, Antonio Guill, Antonio Cebrián, Antonio Alberola, Jakob Heimer, Francisco J Chorro, José Millet and Francisco Castells

Physical and Engineering Sciences in Medicine, 2023

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Conferences

Assessment of the Interelectrode Distance Effect over the Omnipole with High Multielectrode Arrays

Marina Crespo, S Ruipérez Campillo, Rubén Casado-Arroyo, José Millet and Francisco Castells

45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023

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Estudio Comparativo con Señales Epicárdicas de las Limitaciones del Omnipolo con Multielectrodos de Alta Densidad

M Crespo Aguirre, S Ruipérez Campillo, I Segarra, A Guill, A Tormos, J Millet and F Castells

XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica, 2022

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