All Stories

  1. PINN-ing the Balloon: A Physically Informed Neural Network Modelling the Nonlinear Haemodynamic Response Function in Functional Magnetic Resonance Imaging

    Article • April 2026, openRxiv

    Dr. Eng. Rodrigo Salas

  2. TWEEF: Trustworthiness Estimation and Enhancement Framework for Machine Learning Models

    Article • Applied Sciences, January 2026, MDPI AG

    Dr. Eng. Rodrigo Salas

  3. Assessing AI-Based System Acceptance Through the Design of a Trustworthiness Estimation Tool for Machine Learning Models

    Article • January 2026, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  4. Interpretable machine learning model for characterizing magnetic susceptibility-based biomarkers in first episode psychosis

    Article • Computer Methods and Programs in Biomedicine, December 2025, Elsevier

    Dr. Eng. Rodrigo Salas

  5. Design, 3D printing, and preclinical validation of an extraglottic ramp to facilitate blind orotracheal intubation in emergency airway management

    Article • PLOS One, November 2025, PLOS

    Dr. Eng. Rodrigo Salas

  6. AI Applied to Cardiac Magnetic Resonance for Precision Medicine in Coronary Artery Disease: A Systematic Review

    Article • Journal of Cardiovascular Development and Disease, September 2025, MDPI AG

    Dr. Eng. Rodrigo Salas, Professor Rienzi A Diaz Navarro

  7. Partial Least Squares models under skew-normal and skew-t settings with applications

    Article • Chemometrics and Intelligent Laboratory Systems, September 2025, Elsevier

    Dr. Eng. Rodrigo Salas

  8. Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier–Stokes Model

    Article • Biomedicines, August 2025, MDPI AG

    Dr. Eng. Rodrigo Salas

  9. An Explainable Fuzzy Framework for Assessing Preeclampsia Classification

    Article • Biomedicines, June 2025, MDPI AG

    Dr. Eng. Rodrigo Salas

  10. Long Short‐Term Memory Wavelet Neural Network for Renewable Energy Generation Forecasting

    Article • International Journal of Intelligent Systems, January 2025, Wiley

    Dr. Eng. Rodrigo Salas

  11. Hybrid framework for automated generation of mammography radiology reports

    Article • Computational and Structural Biotechnology Journal, January 2025, Elsevier

    Dr. Eng. Rodrigo Salas

  12. Evaluating the Influence of Physical Activity on Gait Aging Using Multilevel Machine Learning

    Article • IEEE Access, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  13. Air Quality Prediction Based on Singular Spectrum Analysis and Artificial Neural Networks

    Article • Entropy, December 2024, MDPI AG

    Dr. Eng. Rodrigo Salas

  14. Hemodynamic response function description in patients with glioma

    Article • Journal of Neuroradiology, June 2024, Elsevier

    Dr. Eng. Rodrigo Salas

  15. A Flat-Hierarchical Approach Based on Machine Learning Model for e-Commerce Product Classification

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  16. Benchmarking YOLO Models for Intracranial Hemorrhage Detection Using Varied CT Data Sources

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  17. Explainable Machine Learning Techniques to Predict Muscle Injuries in Professional Soccer Players through Biomechanical Analysis

    Article • Sensors, December 2023, MDPI AG

    Dr. Eng. Rodrigo Salas

  18. Optimal dietary calcium intake in pregnancy is associated only with women with excessive gestational weight gain

    Article • Clinical Nutrition ESPEN, December 2023, Elsevier

    Dr. Eng. Rodrigo Salas

  19. A Deep Learning Classifier Using Sliding Patches For Detection of Mammographical Findings

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  20. Self-Organizing Topological Multilayer Perceptron: A Hybrid Method to Improve the Forecasting of Extreme Pollution Values

    Article • Stats, November 2023, MDPI AG

    Dr. Eng. Rodrigo Salas

  21. Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks

    Article • Machine Learning and Knowledge Extraction, October 2023, MDPI AG

    Dr. Eng. Rodrigo Salas

  22. Explainability of Machine Learning Models for Hydrological Time Series Forecasting: The Case of Neuro-Fuzzy Approaches

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  23. A named entity recognition framework using transformers to identify relevant clinical findings from mammographic radiological reports

    Article • March 2023, SPIE

    Dr. Eng. Rodrigo Salas

  24. Automatic segmentation of brain tumor in multi-contrast magnetic resonance using deep neural network

    Article • March 2023, SPIE

    Dr. Eng. Rodrigo Salas

  25. Movements acquisition based on the Archimedean spiral test using leap motion controller

    Article • March 2023, SPIE

    Dr. Eng. Rodrigo Salas

  26. VENTSEG: efficient open source framework for ventricular segmentation

    Article • March 2023, SPIE

    Dr. Eng. Rodrigo Salas

  27. Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning

    Article • Diagnostics, January 2023, MDPI AG

    Dr. Eng. Rodrigo Salas

  28. Detection of variables for the diagnosis of overweight and obesity in young Chileans using machine learning techniques.

    Article • Procedia Computer Science, January 2023, Elsevier

    Dr. Eng. Rodrigo Salas

  29. Visual-Predictive Data Analysis Approach for the Academic Performance of Students from a Peruvian University

    Article • Applied Sciences, November 2022, MDPI AG

    Dr. Eng. Rodrigo Salas

  30. Femicide and Attempted Femicide before and during the COVID-19 Pandemic in Chile

    Article • International Journal of Environmental Research and Public Health, June 2022, MDPI AG

    Dr. Eng. Rodrigo Salas

  31. Temporal differences in the myoelectric activity of lower limb muscles during rearfoot and forefoot running: A statistical parametric mapping approach

    Article • European Journal of Sport Science, June 2022, Wiley

    Dr. Eng. Rodrigo Salas

  32. A stacking neuro-fuzzy framework to forecast runoff from distributed meteorological stations

    Article • Applied Soft Computing, March 2022, Elsevier

    Dr. Eng. Rodrigo Salas

  33. Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning

    Article • Computers in Biology and Medicine, February 2022, Elsevier

    andrea guala, Dr. Eng. Rodrigo Salas

  34. An Efficient Multi-Level Convolutional Neural Network Approach for White Blood Cells Classification

    Article • Diagnostics, January 2022, MDPI AG

    Dr. Eng. Rodrigo Salas

  35. Statistical and Artificial Neural Networks Models for Electricity Consumption Forecasting in the Brazilian Industrial Sector

    Article • Energies, January 2022, MDPI AG

    Dr. Eng. Rodrigo Salas

  36. Image Quality Assessment to Emulate Experts’ Perception in Lumbar MRI Using Machine Learning

    Article • Applied Sciences, July 2021, MDPI AG

    Dr. Eng. Rodrigo Salas

  37. A Spatio-Temporal Visualization Approach of PM10 Concentration Data in Metropolitan Lima

    Article • Atmosphere, May 2021, MDPI AG

    Dr. Eng. Rodrigo Salas

  38. Prediction of intensity and location of seismic events using deep learning

    Article • Spatial Statistics, April 2021, Elsevier

    Dr. Eng. Rodrigo Salas

  39. Wavelet-based semblance analysis to determine muscle synergy for different handstand postures of Chilean circus athletes

    Article • Computer Methods in Biomechanics & Biomedical Engineering, January 2021, Taylor & Francis

    Dr. Eng. Rodrigo Salas

  40. A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score

    Article • Entropy, December 2020, MDPI AG

    Dr. Eng. Rodrigo Salas

  41. Evaluating the Performance of Explainable Machine Learning Models in Traffic Accidents Prediction in California

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  42. Framework to prioritize digital transformation initiatives based on the country's development impact

    Article • September 2020, ACM (Association for Computing Machinery)

    Dr. Eng. Rodrigo Salas, Hernán Astudillo

  43. El impacto inicial con antepié incrementa la actividad muscular del gastrocnemios durante la carrera. Un estudio cuantitativo de actividad electromiográfica (The initial impact with forefoot increases the muscular activity of gastrocnemius during running)

    Article • Retos, January 2020, Federacion Espanola de Asociaciones de Docentes de Educacion Fisica (FEADEF)

    Dr. Eng. Rodrigo Salas

  44. Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging Analysis

    Article • IEEE Transactions on Fuzzy Systems, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  45. A Dynamic Linguistic Decision Making Approach for a Cryptocurrency Investment Scenario

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Aurelio F. Bariviera, Dr. Eng. Rodrigo Salas

  46. Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  47. Impact of <i>b</i>-Value Sampling Scheme on Brain IVIM Parameter Estimation in Healthy Subjects

    Article • Magnetic Resonance in Medical Sciences, January 2020, Japanese Society for Magnetic Resonance in Medicine

    Dr. Eng. Rodrigo Salas

  48. Polynomial and Wavelet-Type Transfer Function Models to Improve Fisheries’ Landing Forecasting with Exogenous Variables

    Article • Entropy, November 2019, MDPI AG

    Dr. Eng. Rodrigo Salas

  49. Self-Improving Generative Artificial Neural Network for Pseudorehearsal Incremental Class Learning

    Article • Algorithms, October 2019, MDPI AG

    Dr. Eng. Rodrigo Salas

  50. Assessing Seismic Hazard in Chile Using Deep Neural Networks

    Article • August 2019, IntechOpen

    Dr. Eng. Rodrigo Salas

  51. Wavelet-Based Semblance Methods to Enhance the Single-Trial Detection of Event-Related Potentials for a BCI Spelling System

    Article • Computational Intelligence and Neuroscience, August 2019, Hindawi Publishing Corporation

    Dr. Eng. Rodrigo Salas

  52. Self-Improving Generative Artificial Neural Network for Pseudo-Rehearsal Incremental Class Learning

    Article • July 2019, MDPI AG

    Dr. Eng. Rodrigo Salas

  53. A Computational Fractional Signal Derivative Method

    Article • Modelling and Simulation in Engineering, August 2018, Hindawi Publishing Corporation

    Dr. Eng. Rodrigo Salas

  54. An architecture based on computing with words to support runtime reconfiguration decisions of service-based systems

    Article • International Journal of Computational Intelligence Systems, January 2018, Atlantis Press

    Dr. Eng. Rodrigo Salas

  55. Identifying ecosystem patterns from time series of anchovy (Engraulis ringens) and sardine (Sardinops sagax) landings in northern Chile

    Article • Journal of Statistical Computation and Simulation, December 2017, Taylor & Francis

    Dr. Eng. Rodrigo Salas

  56. Pseudorehearsal Approach for Incremental Learning of Deep Convolutional Neural Networks

    Article • January 2017, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  57. SONFIS: Structure Identification and Modeling with a Self-Organizing Neuro-Fuzzy Inference System

    Article • International Journal of Computational Intelligence Systems, April 2016, Atlantis Press

    Dr. Eng. Rodrigo Salas

  58. Improving the Weighted Distribution Estimation for AdaBoost Using a Novel Concurrent Approach

    Article • October 2015, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  59. Identification of Lags in Nonlinear Autoregressive Time Series Using a Flexible Fuzzy Model

    Article • Neural Processing Letters, May 2015, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  60. Decentralized Strategy for Supporting Multi-agent Negotiation of Several Aspects of Different Products

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  61. VirtualMarket: Extending Chilecompra with Agent Capabilities for Identifying Providers Associativity Opportunities and Negotiate Alliance Participation

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  62. Time-Based Hesitant Fuzzy Information Aggregation Approach for Decision-Making Problems

    Article • International Journal of Intelligent Systems, April 2014, Wiley

    Dr. Eng. Rodrigo Salas

  63. SIFAR: Self-Identification of Lags of an Autoregressive TSK-based Model

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  64. Quantitative description of the morphology and ossification center in the axial skeleton of 20‐week gestation formalin‐fixed human fetuses using magnetic resonance images

    Article • Prenatal Diagnosis, March 2012, Wiley

    Dr. Eng. Rodrigo Salas

  65. Análisis cuantitativo de variables hemodinámicas de la aorta obtenidas de 4D flow

    Article • Revista Chilena de Radiología, January 2012, SciELO Comision Nacional de Investigacion Cientifica Y Tecnologica (CONICYT)

    Dr. Eng. Rodrigo Salas

  66. Zernike's Feature Descriptors for Iris Recognition with SVM

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  67. Self-Adaptive Fuzzy QoS-Driven Web Service Discovery

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas

  68. Machine fusion to enhance the topology preservation of vector quantization artificial neural networks

    Article • Pattern Recognition Letters, May 2011, Elsevier

    Dr. Eng. Rodrigo Salas

  69. A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting

    Article • January 2009, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  70. Fusion of Topology Preserving Neural Networks

    Article • January 2009, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  71. Multimodal Algorithm for Iris Recognition with Local Topological Descriptors

    Article • January 2009, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  72. Self-Organizing Neuro-Fuzzy Inference System

    Article • January 2008, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  73. A robust and flexible model of hierarchical self-organizing maps for non-stationary environments

    Article • Neurocomputing, October 2007, Elsevier

    Dr. Eng. Rodrigo Salas

  74. Flexible Architecture of Self Organizing Maps for Changing Environments

    Article • January 2005, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  75. K-Dynamical Self Organizing Maps

    Article • January 2005, Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  76. Modular Neural Network Applied to Non-Stationary Time Series

    Article • Springer Science + Business Media

    Dr. Eng. Rodrigo Salas

  77. Robust Neural Gas for the Analysis of Data with Outliers

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Eng. Rodrigo Salas