Diego Armando Cardona Cárdenas

16 papers Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Enhancing Photoplethysmography-Based Sleep Staging Models Through Temporal Context Optimization.
MedInfo
Joseph A. P. Quino, Diego Armando Cardona Cárdenas, Marcelo A. F. Toledo, Felipe Meneguitti Dias, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2025 — conf
Non-invasive Blood Glucose Estimation: an Approach Using Multi-Wavelength PPG Signals and Residual Neural Networks.
SIPAIM
Filipe A. C. Oliveira, Felipe Meneguitti Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Estela Ribeiro, Ramon Alfredo Moreno, José Eduardo Krieger, Marco A. Gutierrez
2024 J jnl
Exploring the limitations of blood pressure estimation using the photoplethysmography signal.
CoRR
Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas, Marcelo A. F. Toledo, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2024 J jnl
Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications.
CoRR
Joseph A. P. Quino, Diego Armando Cardona Cárdenas, Marcelo A. F. Toledo, Felipe Meneguitti Dias, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2023 J jnl
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals.
CoRR
Douglas A. Almeida, Felipe Meneguitti Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2023 J jnl
Blood Pressure Estimation From Photoplethysmography by Considering Intra- and Inter-Subject Variabilities: Guidelines for a Fair Assessment.
IEEE Access
Thiago Bulhões da Silva Costa, Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas, Marcelo Toledo, Daniel Mario de Lima, José Eduardo Krieger, Marco Antonio Gutierrez
2023 J jnl
Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features.
CoRR
Filipe A. C. Oliveira, Felipe Meneguitti Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Douglas A. Almeida, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2023 J jnl
Quality Assessment of Photoplethysmography Signals For Cardiovascular Biomarkers Monitoring Using Wearable Devices.
CoRR
Felipe Meneguitti Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Douglas A. Almeida, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
2022 — conf
A Machine Learning Approach to Predict Arterial Blood Pressure from Photoplethysmography Signal.
CinC
Felipe Meneguitti Dias, Thiago Bulhões da Silva Costa, Diego Armando Cardona Cárdenas, Marcelo Toledo, José Eduardo Krieger, Marco A. Gutierrez
2022 — conf
A deep learning approach for COVID-19 screening and localization on chest x-ray images.
Computer-Aided Diagnosis
Karem Daiane Marcomini, Diego Armando Cardona Cárdenas, Agma Juci Machado Traina, José Eduardo Krieger, Marco Antonio Gutierrez
2021 — conf
A general fully automated deep-learning method to detect cardiomegaly in chest x-rays.
Computer-Aided Diagnosis
José Raniery Ferreira Jr., Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
2021 — conf
Automated radiographic bone suppression with deep convolutional neural networks.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Diego Armando Cardona Cárdenas, José Raniery Ferreira Jr., Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco A. Gutierrez
2021 J jnl
Complementary use of priors for pulmonary imaging with electrical impedance and ultrasound computed tomography.
J. Comput. Appl. Math.
Melody Alsaker, Diego Armando Cardona Cárdenas, Sérgio Shiguemi Furuie, Jennifer L. Mueller
2021 J jnl
Novel Chest Radiographic Biomarkers for COVID-19 Using Radiomic Features Associated with Diagnostics and Outcomes.
J. Digit. Imaging
José Raniery Ferreira Jr., Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
2020 — conf
Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images.
EMBC
José Raniery Ferreira, Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
2013 — conf
Automatic Stent Segmentation in IOCT images Using Combined Feature Extraction Techniques and Mathematical Morphology.
CinC
Matheus Cardoso Moraes, Diego Armando Cardona Cárdenas, Sérgio Shiguemi Furuie