Authors: Agustín Ibáñez, Eyre H

Publication Date: 24/10/2023

Journal: BMJ mental health

Abstract: We present a model that addresses the synergy between environmental and brain factors to improve mental well-being and ecological health....

Authors: Gonzalo A. Ruz, Escapil-Inchauspé, P.

Publication Date: 16/10/2023

Journal: Scientific reports

Abstract: We explore the data-parallel acceleration of physics-informed machine learning (PIML) schemes, with a focus on physics-informed neural networks (PINNs) for multiple graphics proces...

Authors: Rolando de la Cruz, Claudia Duran-Aniotz, Agustín Ibáñez, Paulina Orellana, Blanco, K., Salcidua, S., Sauma-Pérez, T., León, T., Steinmetz, L. C. L.

Publication Date: 14/10/2023

Journal: Alzheimer's Research & Therapy

Abstract: Recent advances in biomarkers have enabled the use of sophisticated statistical models and multimodal machine learning (ML) algorithms for the diagnosis of MCI based on biomarkers ...

Authors: Gonzalo A. Ruz, Escapil-Inchauspé, P.

Publication Date: 12/10/2023

Journal: Neurocomputing

Abstract: In this work, we applied HPO via Gaussian processes-based Bayesian optimization to enhance the training of PINNs....

Authors: Agustín Ibáñez, Andrea Slachevsky, Ferrante, F. J., Migeot, J., Birba, A., Amoruso, L., Pérez, G., Hesse, E., Tagliazucchi, E., Estienne, C., Serrano, C., Matallana, D., Reyes, P., Fittipaldi, S., Campo, C. G., & García, A. M.

Publication Date: 12/10/2023

Journal: Alzheimer’s & Dementia

Abstract: Verbal fluency tasks are common in Alzheimer's disease (AD) assessments. However, standard counts of valid responses fail to reveal disease-specific semantic memory patterns. In th...

Authors: Maritza Márquez, Rolando de la Cruz, Meza, C., Lee, D. J.

Publication Date: 05/09/2023

Journal: Statistics in medicine

Abstract: Our proposal provides a unified framework for the classification of longitudinal profiles that may have important implications for the early detection and monitoring of pregnancy-r...