Author

Rodrigo Salas

Institutions: Valparaiso University, Millennium Institute, University of Valparaíso

Observed institutions: Valparaiso University, Millennium Institute, University of Valparaíso

ORCID: 0000-0002-0350-6811

Observed ORCID: 0000-0002-0350-6811

OpenAlex ID: A5057158475

Patient complexity profiles in depression: a machine learning approach to personalized mental health

2026 · Paula Dagnino, Matias Salinas, et al. · Frontiers in Psychiatry · 3

PINN-ing the Balloon: A Physics-Informed Neural Network Modelling the Nonlinear Haemodynamic Response Function in fMRI

2026 · Rodrigo H. Avaria, David Ortiz, et al. · bioRxiv (Cold Spring Harbor Laboratory)

Prediction of peak-to-peak pressure gradient in patients with aortic coarctation using Physics-Informed Neural Networks from Magnetic Resonance Images

2026 · Sebastián Jara, Felipe Galarce, et al. · Journal of Cardiovascular Magnetic Resonance

Visual Explainability of Attention U-Net for Brain Tumor Segmentation in Multicontrast Magnetic Resonance Images

2025 · Gabriel Guerra, Esthefanía Astargo, et al. · International Symposium on Medical Information Processing and Analysis (SIPAIM)

Performance comparison of supervised and unsupervised deep learning models for ischemic lesion detection and segmentation in stroke non-contrast CT images

2025 · Constanza Rodriguez, Felipe Estay, et al. · International Symposium on Medical Information Processing and Analysis (SIPAIM)

Works count: 5

Citation count: 2

H-index: 1

I10-index: