Publications by authors named "Rodrigo Salas"

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Interpretable machine learning model for characterizing magnetic susceptibility-based biomarkers in first episode psychosis.
Pamela Franco, Cristian Montalba, Raúl Caulier-Cisterna, Carlos Milovic, Alfonso González, Rodrigo Salas

Comput Methods Programs Biomed· December 2025

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Design, 3D printing, and preclinical validation of an extraglottic ramp to facilitate blind orotracheal intubation in emergency airway management.
Jorman H Tejada-Perdomo, Valentina Gutierrez-Perdomo, Juana V Agudelo-Castro, Jorge A Pérez-Gamboa, Alejandro Weinstein, Rodrigo Salas

PLoS One· November 2025

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Identifying clinically relevant findings in breast cancer using deep learning and feature attribution on local views from high-resolution mammography.
Diego Mellado, Leondry Mayeta-Revilla, Julio Sotelo, Marvin Querales, Eduardo Godoy, Rodrigo Salas

Front Oncol· October 2025

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AI Applied to Cardiac Magnetic Resonance for Precision Medicine in Coronary Artery Disease: A Systematic Review.
Cristina Jiménez-Jara, Rodrigo Salas, Rienzi Díaz-Navarro, Steren Chabert, Marcelo E Andia

J Cardiovasc Dev Dis· September 2025

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Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier-Stokes Model.
Sebastián Jara, Julio Sotelo, David Ortiz-Puerta, Pablo A Estévez, Sergio Uribe, Rodrigo Salas

Biomedicines· August 2025

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Hybrid framework for automated generation of mammography radiology reports.
Eduardo Godoy, Diego Mellado, Joaquin de Ferrari, Marvin Querales, Alex Saez, Rodrigo Salas

Comput Struct Biotechnol J· July 2025

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An Explainable Fuzzy Framework for Assessing Preeclampsia Classification.
Matías Salinas, Daira Velandia, Leondry Mayeta-Revilla, Ayleen Bertini, Marvin Querales, Rodrigo Salas

Biomedicines· June 2025

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Radiomics-driven neuro-fuzzy framework for rule generation to enhance explainability in MRI-based brain tumor segmentation.
Leondry Mayeta-Revilla, Eduardo P Cavieres, Matías Salinas, Diego Mellado, Sebastian Ponce, Rodrigo Salas

Front Neuroinform· April 2025

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Air Quality Prediction Based on Singular Spectrum Analysis and Artificial Neural Networks.
Javier Linkolk López-Gonzales, Rodrigo Salas, Daira Velandia, Paulo Canas Rodrigues

Entropy (Basel)· December 2024

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Knowledge-slanted random forest method for high-dimensional data and small sample size with a feature selection application for gene expression data.
Erika Cantor, Sandra Guauque-Olarte, Roberto León, Steren Chabert, Rodrigo Salas

BioData Min· September 2024

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Hemodynamic response function description in patients with glioma.
Stéren Chabert, Rodrigo Salas, Erika Cantor, Alejandro Veloz, Astrid Cancino

J Neuroradiol· June 2024

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Explainable Machine Learning Techniques to Predict Muscle Injuries in Professional Soccer Players through Biomechanical Analysis.
Mailyn Calderón-Díaz, Rony Silvestre Aguirre, Juan P Vásconez, Roberto Yáñez, Matías Roby, Rodrigo Salas

Sensors (Basel)· December 2023

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Temporal differences in the myoelectric activity of lower limb muscles during rearfoot and forefoot running: A statistical parametric mapping approach.
Oscar Valencia, Alejandro Weinstein, Rodrigo Salas, Rodrigo Guzmán-Venegas, Michail Arvanitidis

Eur J Sport Sci· June 2023

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Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning.
Romina Torres, Christopher Zurita, Diego Mellado, Orietta Nicolis, Carolina Saavedra, Rodrigo Salas

Diagnostics (Basel)· January 2023

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Glycaemia dynamics in gestational diabetes mellitus.
Paola Valero, Rodrigo Salas, Fabián Pardo, Marcelo Cornejo, Gonzalo Fuentes

Biochim Biophys Acta Gen Subj· July 2022

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Femicide and Attempted Femicide before and during the COVID-19 Pandemic in Chile.
Erika Cantor, Rodrigo Salas, Romina Torres

Int J Environ Res Public Health· June 2022

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Impact of Remote Monitoring Technologies for Assisting Patients With Gestational Diabetes Mellitus: A Systematic Review.
Ayleen Bertini, Bárbara Gárate, Fabián Pardo, Julie Pelicand, Luis Sobrevia, Rodrigo Salas

Front Bioeng Biotechnol· March 2022

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Identification of hemodynamic biomarkers for bicuspid aortic valve induced aortic dilation using machine learning.
Pamela Franco, Julio Sotelo, Andrea Guala, Lydia Dux-Santoy, Arturo Evangelista, Rodrigo Salas

Comput Biol Med· February 2022

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Using Machine Learning to Predict Complications in Pregnancy: A Systematic Review.
Ayleen Bertini, Rodrigo Salas, Steren Chabert, Luis Sobrevia, Fabián Pardo

Front Bioeng Biotechnol· January 2022

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An Efficient Multi-Level Convolutional Neural Network Approach for White Blood Cells Classification.
César Cheuque, Marvin Querales, Roberto León, Rodrigo Salas, Romina Torres

Diagnostics (Basel)· January 2022

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A Cost-Consequence Analysis of Different Screening Procedures in Alzheimer's Disease: Results from the MOPEAD Project.
Anders Wimo, Mark Belger, Jaka Bon, Frank Jessen, Annette Dumas, Adrián Rodrigo Salas

J Alzheimers Dis· December 2021

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Air quality assessment and pollution forecasting using artificial neural networks in Metropolitan Lima-Peru.
Chardin Hoyos Cordova, Manuel Niño Lopez Portocarrero, Rodrigo Salas, Romina Torres, Paulo Canas Rodrigues

Sci Rep· December 2021

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Wavelet-based semblance analysis to determine muscle synergy for different handstand postures of Chilean circus athletes.
Mailyn Calderón-Díaz, Ricardo Ulloa-Jiménez, Carolina Saavedra, Rodrigo Salas

Comput Methods Biomech Biomed Engin· August 2021

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Biological knowledge-slanted random forest approach for the classification of calcified aortic valve stenosis.
Erika Cantor, Rodrigo Salas, Harvey Rosas, Sandra Guauque-Olarte

BioData Min· July 2021

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A Systematic Review of Statistical and Machine Learning Methods for Electrical Power Forecasting with Reported MAPE Score.
Eliana Vivas, Héctor Allende-Cid, Rodrigo Salas

Entropy (Basel)· December 2020

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