Rodrigo Salas Fuentes

Líneas de investigación

• Artificial Intelligence
• Health and Environmental Data Science
• Artificial Neural Networks and Deep Learning
• Machine Learning
• Signal and Image Processing
• Data Mining and Pattern Recognition
• Medical Image Processing
• Computational Statistics

Tus publicaciones

• A STACKING NEURO-FUZZY FRAMEWORK TO FORECAST RUNOFF FROM DISTRIBUTED METEOROLOGICAL STATIONS Autores: Marvin Querales;Rodrigo Salas;Yerel Morales;Héctor Allende-Cid;Harvey Rosas; Año: 2022 Link: https://doi.org/10.1016/j.asoc.2022.108535
• IDENTIFICATION OF HEMODYNAMIC BIOMARKERS FOR BICUSPID AORTIC VALVE INDUCED AORTIC DILATION USING MACHINE LEARNING Autores: Pamela Franco;Julio Sotelo;Andrea Guala;Lydia Dux-Santoy;Arturo Evangelista;José Rodríguez-Palomares;Domingo Mery;Rodrigo Salas;Sergio Uribe; Año: 2022 Link: https://doi.org/10.1016/j.compbiomed.2021.105147
• AN EFFICIENT MULTI-LEVEL CONVOLUTIONAL NEURAL NETWORK APPROACH FOR WHITE BLOOD CELLS CLASSIFICATION Autores: César Cheuque;Marvin Querales;Roberto León;Rodrigo Salas;Romina Torres; Año: 2022 Link: https://doi.org/10.3390/diagnostics12020248
• STATISTICAL AND ARTIFICIAL NEURAL NETWORKS MODELS FOR ELECTRICITY CONSUMPTION FORECASTING IN THE BRAZILIAN INDUSTRIAL SECTOR Autores: Felipe Leite Coelho da Silva;Kleyton da Costa;Paulo Canas Rodrigues;Rodrigo Salas;Javier Linkolk López-Gonzales; Año: 2022 Link: https://doi.org/10.3390/en15020588
• WAVELET-BASED SEMBLANCE ANALYSIS TO DETERMINE MUSCLE SYNERGY FOR DIFFERENT HANDSTAND POSTURES OF CHILEAN CIRCUS ATHLETES Autores: Mailyn Calderón-Díaz;Ricardo Ulloa-Jiménez;Carolina Saavedra;Rodrigo Salas; Año: 2021 Link: https://doi.org/10.1080/10255842.2020.1867113
• IMAGE QUALITY ASSESSMENT TO EMULATE EXPERTS PERCEPTION IN LUMBAR MRI USING MACHINE LEARNING Autores: Steren Chabert;Juan Sebastian Castro;Leonardo Muñoz;Pablo Cox;Rodrigo Riveros;Juan Vielma;Gamaliel Huerta;Marvin Querales;Carolina Saavedra;Alejandro Veloz;Rodrigo Salas Fuentes; Año: 2021 Link: https://doi.org/10.3390/app11146616
• A SPATIO-TEMPORAL VISUALIZATION APPROACH OF PM10 CONCENTRATION DATA IN METROPOLITAN LIMA Autores: Alexandra Abigail Encalada-Malca;Javier David Cochachi-Bustamante;Paulo Canas Rodrigues;Rodrigo Salas;Javier Linkolk López-Gonzales; Año: 2021 Link: https://doi.org/10.3390/atmos12050609
• A SYSTEMATIC REVIEW OF STATISTICAL AND MACHINE LEARNING METHODS FOR ELECTRICAL POWER FORECASTING WITH REPORTED MAPE SCORE Autores: Eliana Vivas;Héctor Allende-Cid;Rodrigo Salas; Año: 2020 Link: https://doi.org/10.3390/e22121412
• PREDICTION OF INTENSITY AND LOCATION OF SEISMIC EVENTS USING DEEP LEARNING Año: 2020 Link: https://doi.org/10.1016/j.spasta.2020.100442
• 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) Año: 2020 Link: https://doi.org/10.47197/retos.v38i38.73955
• FUZZY GENERAL LINEAR MODELING FOR FUNCTIONAL MAGNETIC RESONANCE IMAGING ANALYSIS Autores: Alejandro Veloz;Claudio Moraga;Alejandro Weinstein;Luis Hernandez-Garcia;Steren Chabert;Rodrigo Salas;Rodrigo Riveros;Carlos Bennett;Hector Allende; Año: 2020 Link: https://doi.org/10.1109/TFUZZ.2019.2936807
• A DYNAMIC LINGUISTIC DECISION MAKING APPROACH FOR A CRYPTOCURRENCY INVESTMENT SCENARIO Autores: Romina Torres;Miguel A. Solis;Rodrigo Salas;Aurelio F. Bariviera; Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3045923
• CHARACTERIZATION OF THE CHILEAN PUBLIC PROCUREMENT ECOSYSTEM USING SOCIAL NETWORK ANALYSIS Autores: Fabiola Herrera Leiva;Romina Torres;Orietta Nicolis;Rodrigo Salas F.; Año: 2020 Link: https://doi.org/10.1109/ACCESS.2020.3011947
• IMPACT OF B-VALUE SAMPLING SCHEME ON BRAIN IVIM PARAMETER ESTIMATION IN HEALTHY SUBJECTS Año: 2020 Link: https://doi.org/10.2463/mrms.mp.2019-0061
• USING MACHINE LEARNING TO PREDICT COMPLICATIONS IN PREGNANCY: A SYSTEMATIC REVIEW Autores: Bertini; Ayleen; Salas; Rodrigo; Chabert; Steren; Sobrevia; Luis; Pardo; Fabian Año: 2022 Link: https://doi.org/10.3389/fbioe.2021.780389
• A SELF-IDENTIFICATION NEURO-FUZZY INFERENCE FRAMEWORK FOR MODELING RAINFALL-RUNOFF IN A CHILEAN WATERSHED Autores: Morales; Yerel; Querales; Marvin; Rosas; Harvey; Allende-Cid; Hector; Salas; Rodrigo Año: 2021 Link: https://doi.org/10.1016/j.jhydrol.2020.125910
• AIR QUALITY ASSESSMENT AND POLLUTION FORECASTING USING ARTIFICIAL NEURAL NETWORKS IN METROPOLITAN LIMA-PERU Autores: Cordova; Chardin Hoyos; Portocarrero; Manuel Nino Lopez; Salas; Rodrigo; Torres; Romina; Rodrigues; Paulo Canas; Lopez-Gonzales; Javier Linkolk Año: 2021
• BIOLOGICAL KNOWLEDGE-SLANTED RANDOM FOREST APPROACH FOR THE CLASSIFICATION OF CALCIFIED AORTIC VALVE STENOSIS Autores: Cantor; Erika; Salas; Rodrigo; Rosas; Harvey; Guauque-Olarte; Sandra Año: 2021
• IMPACT OF B-VALUE SAMPLING SCHEME ON BRAIN IVIM PARAMETER ESTIMATION IN HEALTHY SUBJECTS Autores: Chabert; Steren; Verdu; Jorge; Huerta; Gamaliel; Montalba; Cristian; Cox; Pablo; Riveros; Rodrigo; Uribe; Sergio; Salas; Rodrigo; Veloz; Alejandro Año: 2020 Link: https://doi.org/10.2463/mrms.mp.2019-0061
• THE INITIAL IMPACT WITH FOREFOOT INCREASES THE MUSCULAR ACTIVITY OF GASTROCNEMIUS DURING RUNNING. A QUANTITATIVE STUDY OF ELECTROMYOGRAPHIC ACTIVITY Autores: Valencia; Oscar; Cristi; Iver; Meza; Keiny; salas; rodrigo; Weinstein; Alejandro; Guzmán-Venegas; Rodrigo Año: 2020
• VISUAL-PREDICTIVE DATA ANALYSIS APPROACH FOR THE ACADEMIC PERFORMANCE OF STUDENTS FROM A PERUVIAN UNIVERSITY Autores: David Orrego Granados;Jonathan Ugalde;Rodrigo Salas;Romina Torres;Javier Linkolk López-Gonzales; Año: 2022 Link: https://doi.org/10.3390/app122111251
• FEMICIDE AND ATTEMPTED FEMICIDE BEFORE AND DURING THE COVID-19 PANDEMIC IN CHILE Autores: Erika Cantor;Rodrigo Salas;Romina Torres; Año: 2022 Link: https://doi.org/10.3390/ijerph19138012
• TEMPORAL DIFFERENCES IN THE MYOELECTRIC ACTIVITY OF LOWER LIMB MUSCLES DURING REARFOOT AND FOREFOOT RUNNING: A STATISTICAL PARAMETRIC MAPPING APPROACH Autores: Oscar Valencia;Alejandro Weinstein;Rodrigo Salas;Rodrigo Guzmán-Venegas;Michail Arvanitidis;Eduardo Martinez-Valdes; Año: 2022 Link: https://doi.org/10.1080/17461391.2022.2081094