Alfredo Vellido

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Venues

International journal of molecular sciences

NMR in biomedicine

Cancers

Scientific reports

Universitat Politècnica de Catalunya

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Universitat Politècnica de Catalunya

Spain

Associate Professor :: Computer Science

Publications

Gülnur Ungan, Albert Pons-Escoda, Daniel Ulinic, Carles Arús, Sandra Ortega-Martorell, Ivan Olier, Alfredo Vellido, Carles Majos, Margarida Julià-Sapé
Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous. NMR in biomedicine (2024)
Carla Pitarch, Gülnur Ungan, Margarida Julià-Sapé, Alfredo Vellido
Advances in the Use of Deep Learning for the Analysis of Magnetic Resonance Image in Neuro-Oncology. Cancers 16 (2) (2024)
Gülnur Ungan, Albert Pons-Escoda, Daniel Ulinic, Carles Arús, Sandra Ortega-Martorell, Ivan Olier, Alfredo Vellido, Carles Majos, Margarida Julià-Sapé
Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous. NMR in biomedicine 37 (4) (2024)
Mario A Gutiérrez-Mondragón, Alfredo Vellido, Caroline König
A Study on the Robustness and Stability of Explainable Deep Learning in an Imbalanced Setting: The Exploration of the Conformational Space of G Protein-Coupled Receptors. International journal of molecular sciences 25 (12) (2024)
Mario A Gutiérrez-Mondragón, Alfredo Vellido, Caroline König
A Study on the Robustness and Stability of Explainable Deep Learning in an Imbalanced Setting: The Exploration of the Conformational Space of G Protein-Coupled Receptors. International journal of molecular sciences 25 (12) (2024)
Carla Pitarch, Gülnur Ungan, Margarida Julià-Sapé, Alfredo Vellido
Advances in the Use of Deep Learning for the Analysis of Magnetic Resonance Image in Neuro-Oncology. Cancers 16 (2) (2024)
Gülnur Ungan, Albert Pons-Escoda, Daniel Ulinic, Carles Arús, Sandra Ortega-Martorell, Ivan Olier, Alfredo Vellido, Carles Majos, Margarida Julià-Sapé
Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous. NMR in biomedicine 37 (4) (2024)
Mario A Gutiérrez-Mondragón, Caroline König, Alfredo Vellido
Layer-Wise Relevance Analysis for Motif Recognition in the Activation Pathway of the β 2- Adrenergic GPCR Receptor. International journal of molecular sciences 24 (2) (2023)
Mario A Gutiérrez-Mondragón, Caroline König, Alfredo Vellido
Layer-Wise Relevance Analysis for Motif Recognition in the Activation Pathway of the β 2- Adrenergic GPCR Receptor. International journal of molecular sciences 24 (2) (2023)
Mario A Gutiérrez-Mondragón, Caroline König, Alfredo Vellido
Layer-Wise Relevance Analysis for Motif Recognition in the Activation Pathway of the β 2- Adrenergic GPCR Receptor. International journal of molecular sciences 24 (2) (2023)
Mario A Gutiérrez-Mondragón, Caroline König, Alfredo Vellido
Layer-Wise Relevance Analysis for Motif Recognition in the Activation Pathway of the β 2- Adrenergic GPCR Receptor. International journal of molecular sciences 24 (2) (2023)
Carla Pitarch, Vicent Ribas, Alfredo Vellido
AI-Based Glioma Grading for a Trustworthy Diagnosis: An Analytical Pipeline for Improved Reliability. Cancers 15 (13) (2023)
Gülnur Ungan, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
A comparison of non-negative matrix underapproximation methods for the decomposition of magnetic resonance spectroscopy data from human brain tumors. NMR in biomedicine (2023)
Alfredo Vellido, Cecilio Angulo, Karina Gibert
A self-organizing world: special issue of the 13th edition of the workshop on self-organizing maps and learning vector quantization, clustering and data visualization, WSOM + 2019. Neural computing & applications (2021)
Yanisleydis Hernández-Villegas, Sandra Ortega-Martorell, Carles Arús, Alfredo Vellido, Margarida Julià-Sapé
Extraction of artefactual MRS patterns from a large database using non-negative matrix factorization. NMR in biomedicine (2019)
Caroline König, Ilmira Shaim, Alfredo Vellido, Enrique Romero, René Alquézar, Jesús Giraldo
Using machine learning tools for protein database biocuration assistance. Scientific reports 8 (1) (2018)

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Publication Activity (10 Years)

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Alfredo Vellido