• 

  Clinical federated learning for private ICD-10 classification of electronic health records from several Spanish hospitals 

  Lebeña Muñoz, Nuria; Blanco Garcés, Alberto; Casillas Rubio, Arantza; Oronoz Anchordoqui, Maite; Pérez Ramírez, Alicia (Sociedad Española para el Procesamiento del Lenguaje Natural, 2025-03)

  A bottleneck in the Electronic Health Records (EHRs) classification according to the International Classification of Diseases (ICD) task is the challenge involved in getting large amounts of clinical Spanish documents for ...
• 

  Large language models aided patient progression documentation according to the ICD standard 

  Lebeña Muñoz, Nuria; Casillas Rubio, Arantza; Pérez Ramírez, Alicia (Elsevier, 2025-03-24)

  Background and Objective Healthcare documentation processing is becoming more and more efficient and effective as a result of advances in machine learning and natural language processing (NLP). One challenge in clinical ...
• 

  Explorando el Suelo: Aprendizaje Activo con Huertos Ecológicos y Ciencia Ciudadana 

  Albizua Aguinaco, Amaia (Dykinson, 2024)

  Aunque el suelo es esencial para la vida en el planeta, así como para la agricultura y la seguridad alimentaria, también es un recurso ignorado y amenazado. Su uso indebido trae consigo pérdida de biodiversidad, fertilidad ...
• 

  Balancing robustness and efficiency in embedded DNNs through activation function selection 

  Gutiérrez Zaballa, Jon; Basterrechea Oyarzabal, Koldobika; Echanove Arias, Francisco Javier (The IET, 2025-03)

  Machine learning-based embedded systems for safety-critical applications, such as aerospace and autonomous driving, must be robust to perturbations caused by soft errors. As transistor geometries shrink and voltages decrease, ...

View more