Author

Francisco A. Gómez-Vela

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Open access Aug 2026

A multi-cohort computational framework for detection and prognostic validation of conserved gene co-expression network dissolution in solid tumors

Identifying disease-relevant disruptions in gene regulatory networks requires computational frameworks that move beyond differential expression analysis toward systematic modeling of interaction loss across heterogeneous multi-cohort datasets. We present a computational pipeline that systematically detects, filters, an...

Marc Ríos-Cadenas, Iván Segura-Carmona, Aurelio López-Fernández et al. · Network Modeling Analysis in... · 0 citations

Open access Sep 2026

Performance-interpretability trade-offs and generalization in deep learning for pneumonia detection: A benchmarking study

A reproducible, end-to-end methodology that jointly optimizes performance and interpretability, offering practical guidance for selecting and deploying explainable deep learning models in clinical pneumonia screening is contributed.

Francisco A. Gómez-Vela, Aurelio López-Fernández, F. Divina et al. · Applied intelligence (Boston... · 0 citations