A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI. - Marcelo Toledo; Daniel Mario de Lima; José Eduardo Krieger; Marco A. Gutierrez 001 (CoRR, 2021)

Study of CNN Capacity Applied to Left Ventricle Segmentation in Cardiac MRI. - Marcelo Toledo; Daniel Mario de Lima; José Eduardo Krieger; Marco A. Gutierrez 001 (SN Comput. Sci., 2021)

A Machine Learning Approach to Predict Arterial Blood Pressure from Photoplethysmography Signal. - Felipe Meneguitti Dias; Thiago Bulhões da Silva Costa; Diego Armando Cardona Cárdenas; Marcelo Toledo; José Eduardo Krieger; Marco A. Gutierrez 001 (CinC, 2022)

Automatic segmentation of stroke lesions in T1-weighted magnetic resonance images with convolutional neural networks. - Aldir Sousa; Marcelo Toledo; José Eduardo Krieger; Marco Antonio Gutierrez 001 (Computer-Aided Diagnosis, 2023)

Blood Pressure Estimation From Photoplethysmography by Considering Intra- and Inter-Subject Variabilities: Guidelines for a Fair Assessment. - Thiago Bulhões da Silva Costa; Felipe Meneguitti Dias; Diego Armando Cardona Cárdenas; Marcelo Toledo; Daniel Mario de Lima; José Eduardo Krieger; Marco Antonio Gutierrez 001 (IEEE Access, 2023)

Quality Assessment of Photoplethysmography Signals For Cardiovascular Biomarkers Monitoring Using Wearable Devices. - 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 001 (CoRR, 2023)

Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features. - 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 001 (CoRR, 2023)

A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals. - 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 001 (CoRR, 2023)

Exploring the limitations of blood pressure estimation using the photoplethysmography signal. - Felipe Meneguitti Dias; Diego Armando Cardona Cárdenas; Marcelo A. F. Toledo; Filipe A. C. Oliveira; Estela Ribeiro; José Eduardo Krieger; Marco A. Gutierrez 001 (CoRR, 2024)

Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications. - Joseph A. P. Quino; Diego A. C. Cardenas; Marcelo A. F. Toledo; Felipe Meneguitti Dias; Estela Ribeiro; José Eduardo Krieger; Marco A. Gutierrez 001 (CoRR, 2024)