Publications

Deep survival analysis in multimodal medical data: A parametric and probabilistic approach with competing risks

Garrido, A., Almodóvar, A., Apellániz, P. A., Zazo, S., & Parras, J.

Scientific Reports

IF 4.9, Q1 in Multidisciplinary Sciences (85.4 percentile)

Trust-Aware Counterfactual Generation for Validating Causal Inference in Clinical Observational Data

Almodóvar, A., Elizo, M., Garrido, A., Apellániz, P. A., Zazo, S., & Parras, J.

Interpretable Causal Survival Analysis with Kolmogorov-Arnold Networks

Almodóvar, A., Garrido, A., Elizo, M., Apellániz, P. A., Zazo, S., & Parras, J.

IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)

Not All Jensen-Shannon Divergence Estimators Are Equal

Garrido, A., Almodóvar, A., Elizo, M., Apellániz, P. A., Zazo, S., & Parras, J.

Censoring-Aware Deep Learning for Patient-Level Causal Survival Analysis in Medical Data

Almodóvar, A., Elizo, M., Benoit-Perejon, J. Z., Garrido, A., Apellániz, P. A., Zazo, S., & Parras, J.

Interpretable Clinical Classification with Kolmogorov-Arnold Networks

Almodóvar, A., Apellániz, P. A., Garrido, A., Fernández-Salvador, F., Zazo, S., & Parras, J.