Marco Antonio Gutierrez

24 papers B 5Misc 1Journal 8Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Modeling Clinical Data with Attention: A Knowledge Graph Approach with CliniKG. CBMS Eduardo Moura, Rafael C. G. Conrado, Leonardo O. Campos, Mauro Marcel Olivatto, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina, Mirela T. Cazzolato
2024	B	`conf`	A symptom-based community-weighted similarity approach for inpatient health condition monitoring. CBMS Jean R. Ponciano, Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Agma J. M. Traina
2024	Misc	`conf`	MIGUE-Sim: Speeding Up Similarity Queries with Native RDBMS Resources. SAC Igor A. R. Eleutério, Mirela T. Cazzolato, Larissa Roberta Teixeira, Marco Antonio Gutierrez, Agma Juci Machado Traina, Caetano Traina
2023	—	`conf`	Automatic segmentation of stroke lesions in T1-weighted magnetic resonance images with convolutional neural networks. Computer-Aided Diagnosis Aldir Sousa, Marcelo Toledo, José Eduardo Krieger, Marco Antonio 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	B	`conf`	CardioBERTpt: Transformer-based Models for Cardiology Language Representation in Portuguese. CBMS 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
2023	B	`conf`	Exploratory Data Analysis in Electronic Health Records Graphs: Intuitive Features and Visualization Tools. CBMS Mirela T. Cazzolato, Marco Antonio Gutierrez, Caetano Traina, Christos Faloutsos, Agma J. M. Traina
2023	J	`jnl`	Siamese Convolutional Neural Network for Heartbeat Classification Using Limited 12-Lead ECG Datasets. IEEE Access 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
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	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
2019	—	`conf`	Atherosclerotic Plaques Recognition in Intracoronary Optical Images Using Neural Networks. CinC Maysa Malfiza Garcia de Macedo, Dário Augusto Borges Oliveira, Marco Antonio Gutierrez
2019	J	`jnl`	Detecting Vascular Bifurcation in IVOCT Images Using Convolutional Neural Networks With Transfer Learning. IEEE Access Makoto Miyagawa, Marly Guimarães Fernandes Costa, Marco Antonio Gutierrez, Joao Pedro Guimaraes Fernandes Costa, Cicero Ferreira Fernandes Costa Filho
2019	—	`conf`	Directional Analysis of 2D Cardiac Motion Slices Using the Discrete Helmholtz Hodge Decomposition. CinC John A. Sims, Anderson Gabriel Santiago, João Salinet, Marco Antonio Gutierrez
2017	J	`jnl`	A method for cohort selection of cardiovascular disease records from an electronic health record system. Int. J. Medical Informatics Maria Tereza Fernandes Abrahão, Moacyr Roberto Cuce Nobre, Marco Antonio Gutierrez
2015	J	`jnl`	A bifurcation identifier for IV-OCT using orthogonal least squares and supervised machine learning. Comput. Medical Imaging Graph. Maysa M. G. Macedo, Welingson V. N. Guimarães, Micheli Zanotti Galon, Celso K. Takimura, Pedro A. Lemos, Marco Antonio Gutierrez
2015	—	`conf`	Calculation of Cardiac Kinetic Energy Index from PET images. MedInfo John A. Sims, Marco Antônio Oliveira, José Cláudio Meneghetti, Marco Antonio Gutierrez
2014	—	`conf`	Description of patellar movement by 3D parameters obtained from dynamic CT acquisition. Computer-Aided Diagnosis 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
2011	—	`conf`	An Open-Source Medical Image Processing and Visualization Tool to Analyze Cardiac SPECT Images. ISVC (2) Luis Roberto Pereira de Paula, Carlos da Silva dos Santos, Marco Antonio Gutierrez, Roberto Hirata Jr.
2010	J	`jnl`	Determination of Three-Dimensional Left Ventricle Motion to Analyze Ventricular Dyssyncrony in SPECT Images. EURASIP J. Adv. Signal Process. Marina de Sá Rebelo, Ann Kirstine Hummelgaard Aarre, Karen-Louise Clemmesen, Simone Cristina Soares Brandão, Maria Clementina Giorgi, José Cláudio Meneghetti, Marco Antonio Gutierrez
2007	B	`conf`	A Computer-Aided Diagnostic System using a Global Data Grid Repository for the Evaluation of Ultrasound Carotid Images. CCGRID Marco Antonio Gutierrez, Silvia Helena Gelas Lage, Jasper Lee, Zheng Zhou
2005	—	`conf`	Desenho de interface para sistema de armazenamento e distribuição de imagens médicas. CLIHC Keylla Sá Urtiga, Marco Antonio Gutierrez
2003	J	`jnl`	Automatic quantification of three-dimensional kinetic energy in gated myocardial perfusion single-photon-emission computerized tomography improved by a multiresolution technique. J. Electronic Imaging Marco Antonio Gutierrez, Marina S. Rebelo, Sérgio Shiguemi Furuie, José Cláudio Meneghetti