Developing a Machine Learning Pipeline for Predicting Neurological Outcomes in Comatose Cardiac Arrest Survivors Using Continuous EEG Data. - Quenaz B. Soares; Felipe Meneguitti Dias; Estela Ribeiro; José Eduardo Krieger; Marco A. Gutierrez 001 (CinC, 2023)

Artificial Intelligence-Driven Screening System for Rapid Image-Based Classification of 12-Lead ECG Exams: A Promising Solution for Emergency Room Prioritization. - Felipe Meneguitti Dias; Estela Ribeiro; Ramon Alfredo Moreno; Adèle Helena Ribeiro; Nelson Samesima; Carlos Alberto Pastore; José Eduardo Krieger; Marco A. 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)

Clinical Assessment of a Lightweight CNN Model for Real-Time Atrial Fibrillation Prediction in Continuous Wearable Monitoring. - Quenaz B. Soares; Douglas A Andrade; Estela Ribeiro; Renata G. S. Verardino; Tallita C. Reis; Nelson Samesima; Rosangela Monteiro; Fábio B. Jatene; Marco A. Gutierrez 001 (EMBC, 2024)

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)