Publications

Publications

• CineScribe: LLM-based detection and mitigation of ambiguity in cine cardiac magnetic resonance reports
  Guillermo Villanueva Benito, Martin L. Descalzo, Sandra Pujadas, Juan Fernandez, Matias Calandrelli, Paula Petrone. Computers in Biology and Medicine, 2026
• pLDH to identify severity in imported malaria: Implementing smartphone video analysis for rapid clinical decision-making
  Julia Pedreira-Rincón, Leire Balerdi-Sarasola, Guillermo Villanueva, Pedro E. Fleitas, Alfons Jimenez, Alfredo Mayor, Jose Muñoz, Carme Subirà, Miriam J. Alvarez-Martinez, Paula Petrone, Daniel Camprubí-Ferrer, Claudio Parolo. Biosensors and Bioelectronics, 2026
• Postsynaptic frequency filters shaped by the interplay of synaptic short-term plasticity and cellular time scales
  Yugarshi Mondal, Guillermo Villanueva Benito, Rodrigo F. O. Pena, Horacio G. Rotstein. Journal of Computational Neuroscience, 2025
• Machine learning for anxiety and depression profiling and risk assessment in the aftermath of an emergency
  Guillermo Villanueva Benito, Ximena Goldberg, Nicolai Brachowicz, Gemma Castaño-Vinyals, Natalia Blay, Ana Espinosa, Flavia Davidhi, Diego Torres, Manolis Kogevinas, Rafael de Cid, Paula Petrone. Artificial Intelligence in Medicine, 2024