José Eduardo Krieger

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Magnetic Resonance Images

Fully Automated

Convolutional Neural Networks

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas, Marcelo A. F. Toledo, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
Exploring the limitations of blood pressure estimation using the photoplethysmography signal. CoRR (2024)
Filipe A. C. Oliveira, Felipe M. Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Douglas A. Almeida, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features. CoRR (2023)
Felipe Meneguitti Dias, Estela Ribeiro, Ramon Alfredo Moreno, Adèle Helena Ribeiro, Nelson Samesima, Carlos Alberto Pastore, José Eduardo Krieger, Marco A. Gutierrez
Artificial Intelligence-Driven Screening System for Rapid Image-Based Classification of 12-Lead ECG Exams: A Promising Solution for Emergency Room Prioritization. IEEE Access 11 (2023)
Letícia M. F. Bertoline, Angélica Nakagawa Lima, José Eduardo Krieger, Samantha K. Teixeira
Before and after AlphaFold2: An overview of protein structure prediction. Frontiers Bioinform. 3 (2023)
Elisa Terumi Rubel Schneider, Yohan Bonescki Gumiel, João Vitor Andrioli de Souza, Lilian Mie Mukai Cintho, Lucas Emanuel Silva e Oliveira, Marina de Sá Rebelo, Marco Antonio Gutierrez, José Eduardo Krieger, Douglas Teodoro, Claudia Maria Cabral Moro, Emerson Cabrera Paraiso
CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese. CBMS (2023)
Felipe M. Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Douglas A. Almeida, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
Quality Assessment of Photoplethysmography Signals For Cardiovascular Biomarkers Monitoring Using Wearable Devices. CoRR (2023)
Thiago Bulhões da Silva Costa, Felipe Meneguitti Dias, Diego Armando Cardona Cárdenas, Marcelo Toledo, Daniel Mario de Lima, José Eduardo Krieger, Marco Antonio Gutierrez
Blood Pressure Estimation From Photoplethysmography by Considering Intra- and Inter-Subject Variabilities: Guidelines for a Fair Assessment. IEEE Access 11 (2023)
Quenaz B. Soares, Felipe Meneguitti Dias, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
Developing a Machine Learning Pipeline for Predicting Neurological Outcomes in Comatose Cardiac Arrest Survivors Using Continuous EEG Data. CinC (2023)
Aldir Sousa, Marcelo Toledo, José Eduardo Krieger, Marco Antonio Gutierrez
Automatic segmentation of stroke lesions in T1-weighted magnetic resonance images with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2023)
Douglas A. Almeida, Felipe M. Dias, Marcelo A. F. Toledo, Diego Armando Cardona Cárdenas, Filipe A. C. Oliveira, Estela Ribeiro, José Eduardo Krieger, Marco A. Gutierrez
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals. CoRR (2023)
Felipe M. Dias, Thiago Bulhoes, Diego Armando Cardona Cárdenas, Marcelo Toledo, José Eduardo Krieger, Marco A. Gutierrez
A Machine Learning Approach to Predict Arterial Blood Pressure from Photoplethysmography Signal. CinC (2022)
Karem Daiane Marcomini, Diego Armando Cardona Cárdenas, Agma Juci Machado Traina, José Eduardo Krieger, Marco Antonio Gutierrez
A deep learning approach for COVID-19 screening and localization on chest x-ray images. Medical Imaging: Computer-Aided Diagnosis (2022)
Ramon Alfredo Moreno, Felipe M. Dias, Marcelo A. F. Arruda, Filipe Oliveira, Thiago Bulhoes, José Eduardo Krieger, Marco Gutierrez
IoT Medical Device Architecture to Estimate Non-invasive Arterial Blood Pressure. SIoT (2022)
Marcelo Toledo, Daniel Mario de Lima, José Eduardo Krieger, Marco A. Gutierrez
Study of CNN Capacity Applied to Left Ventricle Segmentation in Cardiac MRI. SN Comput. Sci. 2 (6) (2021)
José Raniery Ferreira Jr., Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
Novel Chest Radiographic Biomarkers for COVID-19 Using Radiomic Features Associated with Diagnostics and Outcomes. J. Digit. Imaging 34 (2) (2021)
Marcelo Toledo, Daniel Mario de Lima, José Eduardo Krieger, Marco A. Gutierrez
A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI. CoRR (2021)
José Raniery Ferreira Jr., Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
A general fully automated deep-learning method to detect cardiomegaly in chest x-rays. Medical Imaging: Computer-Aided Diagnosis (2021)
Felipe M. Dias, Nelson Samesima, Adele Ribeiro, Ramon Alfredo Moreno, Carlos Pastore, José Eduardo Krieger, Marco A. Gutierrez
2D Image-Based Atrial Fibrillation Classification. CinC (2021)
Diego Armando Cardona Cárdenas, José Raniery Ferreira Jr., Ramon Alfredo Moreno, Marina de Fátima de Sá Rebelo, José Eduardo Krieger, Marco A. Gutierrez
Automated radiographic bone suppression with deep convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
José Raniery Ferreira, Diego Armando Cardona Cárdenas, Ramon Alfredo Moreno, Marina de Sá Rebelo, José Eduardo Krieger, Marco Antonio Gutierrez
Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images. EMBC (2020)
Renato F. Pereira, Marina S. Rebelo, Ramon Alfredo Moreno, Anderson G. Marco, Daniel Mario de Lima, Marcelo A. F. Arruda, José Eduardo Krieger, Marco A. Gutierrez
Fully Automated Quantification of Cardiac Indices from Cine MRI Using a Combination of Convolution Neural Networks. EMBC (2020)
Silvestre Massimo Modestia, Matheus Malta de Sá, Eric Auger, Gustavo Henrique Goulart Trossini, José Eduardo Krieger, Carlota de Oliveira Rangel-Yagui
Biased Agonist TRV027 Determinants in AT1R by Molecular Dynamics Simulations. J. Chem. Inf. Model. 59 (2) (2019)