Alfredo Vellido

10PUBLICATIONS
15CO-AUTHORS
Knowledge representation and reasoningProteins and peptidesDeep learningCancer therapy (excl. chemotherapy and radiation therapy)Metabolic medicine
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Publications (10)

|Sep 04, 2026
From Biomedical Datasets to Fairness-Aware Recommendations: An Integrated Data Orchestration Pipeline for Binary Clinical Predictions.

|Jun 27, 2024
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.

Mario A Gutiérrez-Mondragón, Alfredo Vellido, Caroline König

|Jan 23, 2024
Advances in the Use of Deep Learning for the Analysis of Magnetic Resonance Image in Neuro-Oncology.

Carla Pitarch, Gulnur Ungan, Margarida Julià-Sapé

|Jan 12, 2024
Early pseudoprogression and progression lesions in glioblastoma patients are both metabolically heterogeneous.

Gülnur Ungan, Albert Pons-Escoda, Daniel Ulinic

|Aug 15, 2023
A comparison of non-negative matrix underapproximation methods for the decomposition of magnetic resonance spectroscopy data from human brain tumors.

Gulnur Ungan, Carles Arús, Alfredo Vellido

|Jul 14, 2023
AI-Based Glioma Grading for a Trustworthy Diagnosis: An Analytical Pipeline for Improved Reliability.

Carla Pitarch, Vicent Ribas, Alfredo Vellido

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Frequent Collaborators

4 joint publications

Margarida Julià-Sapé

3 joint publications

Carles Arús

3 joint publications

Caroline König

3 joint publications

Gulnur Ungan