Neural SDEs for Conditional Time Series Generation and the Signature-Wasserstein-1 metric. - Pere Díaz Lozano; Toni Lozano Bagén; Josep Vives (CoRR, 2023)

Transatlantic transferability and replicability of machine-learning algorithms to predict mental health crises. - João Guerreiro; Roger Garriga; Toni Lozano Bagén; Brihat Sharma; Niranjan S. Karnik; Aleksandar Matic (npj Digit. Medicine, 2024)

Comparing Graph Neural Networks for Single and Multi-layer Brain Connectivity Analysis in Multiple Sclerosis. - Jordi Casas-Roma; Toni Lozano Bagén (MDAI, 2025)