Marco Antonio Gutierrez

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 16

Top Topics

Convolutional Neural Networks

Orthogonal Least Squares

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina
A symptom-based community-weighted similarity approach for inpatient health condition monitoring. CBMS (2024)
Igor A. R. Eleutério, Mirela T. Cazzolato, Larissa Roberta Teixeira, Marco Antonio Gutierrez, Agma Juci Machado Traina, Caetano Traina
MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources. SAC (2024)
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)
Eduardo Moraes de Miranda Vasconcellos, Bruno Georgevich Ferreira, Jorge S. Leandro, Baldoino Fonseca dos Santos Neto, Filipe Rolim Cordeiro, Idágene Aparecida Cestari, Marco Antonio Gutierrez, Alvaro Sobrinho, Thiago D. Cordeiro
Siamese Convolutional Neural Network for Heartbeat Classification Using Limited 12-Lead ECG Datasets. IEEE Access 11 (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)
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)
Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS (2023)
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)
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)
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)
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)
John A. Sims, Anderson Gabriel Santiago, João Salinet, Marco Antonio Gutierrez
Directional Analysis of 2D Cardiac Motion Slices Using the Discrete Helmholtz Hodge Decomposition. CinC (2019)
Maysa Malfiza Garcia de Macedo, Dário Augusto Borges Oliveira, Marco Antonio Gutierrez
Atherosclerotic Plaques Recognition in Intracoronary Optical Images Using Neural Networks. CinC (2019)
Makoto Miyagawa, Marly Guimarães Fernandes Costa, Marco Antonio Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning. IEEE Access 7 (2019)
Maria Tereza Fernandes Abrahão, Moacyr Roberto Cuce Nobre, Marco Antonio Gutierrez
A method for cohort selection of cardiovascular disease records from an electronic health record system. Int. J. Medical Informatics 102 (2017)
Maysa M. G. Macedo, Welingson V. N. Guimarães, Micheli Zanotti Galon, Celso K. Takimura, Pedro A. Lemos, Marco Antonio Gutierrez
A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning. Comput. Medical Imaging Graph. 46 (2015)
Marina de Sá Rebelo, Ramon Alfredo Moreno, Riccardo Gomes Gobbi, Gilberto Luis Camanho, Luiz Francisco Rodrigues de Ávila, Marco Kawamura Demange, Jose Ricardo Pecora, Marco Antonio Gutierrez
Description of patellar movement by 3D parameters obtained from dynamic CT acquisition. Medical Imaging: Computer-Aided Diagnosis (2014)
Luis Roberto Pereira de Paula, Carlos da Silva dos Santos, Marco Antonio Gutierrez, Roberto Hirata Jr.
An Open-Source Medical Image Processing and Visualization Tool to Analyze Cardiac SPECT Images. ISVC (2) (2011)
Marina de Sá Rebelo, Ann Kirstine Hummelgaard Aarre, Karen-Louise Clemmesen, Simone Cristina Soares Brandão, Maria Clementina Giorgi, José Cláudio Meneghetti, Marco Antonio Gutierrez
Determination of Three-Dimensional Left Ventricle Motion to Analyze Ventricular Dyssyncrony in SPECT Images. EURASIP J. Adv. Signal Process. 2010 (2010)
Marco Antonio Gutierrez, Silvia Helena Gelas Lage, Jasper Lee, Zheng Zhou
A Computer-Aided Diagnostic System using a Global Data Grid Repository for the Evaluation of Ultrasound Carotid Images. CCGRID (2007)
Keylla Sá Urtiga, Marco Antonio Gutierrez
Desenho de interface para sistema de armazenamento e distribuição de imagens médicas. CLIHC (2005)
Marco Antonio Gutierrez, Marina S. Rebelo, Sérgio Shiguemi Furuie, José Cláudio Meneghetti
Automatic quantification of three-dimensional kinetic energy in gated myocardial perfusion single-photon-emission computerized tomography improved by a multiresolution technique. J. Electronic Imaging 12 (1) (2003)