Matías Fernández-Patón

8PUBLICATIONS
23CO-AUTHORS
Semi- and unsupervised learningGene and molecular therapyComputational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)Cancer diagnosisCentral nervous system
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Publications (8)

|May 28, 2026
Automated identification of MRI series using a hierarchical modular machine-learning pipeline.

|May 27, 2025
Deep Learning Auto-segmentation of Diffuse Midline Glioma on Multimodal Magnetic Resonance Images.

Matías Fernández-Patón, Alejandro Montoya-Filardi, Adrián Galiana-Bordera

|Jun 12, 2024
Reproducibility Analysis of Radiomic Features on T2-weighted MR Images after Processing and Segmentation Alterations in Neuroblastoma Tumors.

Diana Veiga-Canuto, Matías Fernández-Patón, Leonor Cerdà Alberich

|Sep 25, 2023
Imaging biomarkers and radiomics in pediatric oncology: a view from the PRIMAGE (PRedictive In silico Multiscale Analytics to support cancer personalized diaGnosis and prognosis, Empowered by imaging biomarkers) project.

Diana Veiga-Canuto, Leonor Cerdá Alberich, Matías Fernández-Patón

|Mar 11, 2023
Independent Validation of a Deep Learning nnU-Net Tool for Neuroblastoma Detection and Segmentation in MR Images.

Diana Veiga-Canuto, Leonor Cerdà-Alberich, Ana Jiménez-Pastor

|Jul 05, 2022
Automated Cervical Spinal Cord Segmentation in Real-World MRI of Multiple Sclerosis Patients by Optimized Hybrid Residual Attention-Aware Convolutional Neural Networks.

América Bueno, Ignacio Bosch, Alejandro Rodríguez

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Frequent Collaborators

7 joint publications

Luis Marti-Bonmati

5 joint publications

Diana Veiga-Canuto

4 joint publications

Leonor Cerdà-Alberich

3 joint publications

Ana Jiménez-Pastor