Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map. - Leandro Augusto da Silva 001; Ramon Alfredo Moreno; Sérgio Shiguemi Furuie; Emílio Del Moral Hernandez (ISDA, 2007)

Managing Medical Images and Clinical Information: InCor's Experience. - Sérgio Shiguemi Furuie; Marina S. Rebelo; Ramon Alfredo Moreno; Marcelo Santos; Nivaldo Bertozzo; G. H. M. B. Motta; Fabio A. Pires; Marco A. Gutierrez 001 (IEEE Trans. Inf. Technol. Biomed., 2007)

A Contextual Medical Image Viewer. - Ramon Alfredo Moreno; Sérgio Shiguemi Furuie (IEEE Trans. Inf. Technol. Biomed., 2007)

Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization. - Leandro Augusto da Silva 001; Emilio Del-Moral-Hernandez; Ramon Alfredo Moreno; Sérgio Shiguemi Furuie (J. Electronic Imaging, 2011)

Estimation of 3D biomechanics parameters of patellar movement using dynamic CT images. - Marina S. Rebelo; Ramon Alfredo Moreno; Riccardo Gomes Gobbi; Gilberto Luis Camanho; Luiz Francisco Rodrigues de Ávila; Marco Kawamura Demange; Jose Ricardo Pecora; Marco A. Gutierrez 001 (BioRob, 2014)

Description of patellar movement by 3D parameters obtained from dynamic CT acquisition. - 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 001 (Computer-Aided Diagnosis, 2014)

Second Opinion System for Emergency Cardiology in Brazil. - Ramon Alfredo Moreno; Marco A. Gutierrez 001; Mucio Tavares de Oliveira Junior; Vinicius Lima; Norberto Alves Ferreira (CBMS, 2015)

A combined deep-learning approach to fully automatic left ventricle segmentation in cardiac magnetic resonance imaging. - Ramon Alfredo Moreno; Marina F. S. de Sá Rebelo; Talles Carvalho; Antonildes N. Assunção; Roberto Nery Dantas; Renata do Val; Angela S. Marin; Adriano Bordignom; Cesar H. Nomura; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images. - José Raniery Ferreira; Diego Armando Cardona Cárdenas; Ramon Alfredo Moreno; Marina de Sá Rebelo; José Eduardo Krieger; Marco Antonio Gutierrez 001 (EMBC, 2020)

Improving the generalization of deep learning methods to segment the left ventricle in short axis MR images. - Catharine V. Graves; Ramon Alfredo Moreno; Marina S. Rebelo; Cesar H. Nomura; Marco A. Gutierrez 001 (EMBC, 2020)

Fully Automated Quantification of Cardiac Indices from Cine MRI Using a Combination of Convolution Neural Networks. - 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 001 (EMBC, 2020)

2D Image-Based Atrial Fibrillation Classification. - Felipe Meneguitti Dias; Nelson Samesima; Adèle Helena Ribeiro; Ramon Alfredo Moreno; Carlos Alberto Pastore; José Eduardo Krieger; Marco A. Gutierrez 001 (CinC, 2021)

Automated radiographic bone suppression with deep convolutional neural networks. - Diego Armando Cardona Cárdenas; José Raniery Ferreira Jr.; Ramon Alfredo Moreno; Marina de Fátima de Sá Rebelo; José Eduardo Krieger; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Cardiac motion estimation using pyramid, warping, and cost volume neural network. - Catharine V. Graves; Ramon Alfredo Moreno; Marina F. S. de Sá Rebelo; Adriano Bordignom; Cesar H. Nomura; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

A general fully automated deep-learning method to detect cardiomegaly in chest x-rays. - José Raniery Ferreira Jr.; Diego Armando Cardona Cárdenas; Ramon Alfredo Moreno; Marina de Fátima de Sá Rebelo; José Eduardo Krieger; Marco Antonio Gutierrez 001 (Computer-Aided Diagnosis, 2021)

Uma proposta de data lake para pesquisa em saúde a partir de data pools multicêntricos interoperáveis. - Daniel Mario de Lima; Ramon Alfredo Moreno; Fabio A. Pires; Marco A. Gutierrez 001 (SBBD, 2021)

Novel Chest Radiographic Biomarkers for COVID-19 Using Radiomic Features Associated with Diagnostics and Outcomes. - José Raniery Ferreira Jr.; Diego Armando Cardona Cárdenas; Ramon Alfredo Moreno; Marina de Sá Rebelo; José Eduardo Krieger; Marco Antonio Gutierrez 001 (J. Digit. Imaging, 2021)

Automatic myocardium strain quantification in MR synthetic images with Deep Leaning. - Catharine V. Graves; Marina F. S. de Sá Rebelo; Ramon Alfredo Moreno; Cesar H. Nomura; Marco A. Gutierrez 001 (EMBC, 2022)

IoT Medical Device Architecture to Estimate Non-invasive Arterial Blood Pressure. - Ramon Alfredo Moreno; Felipe Meneguitti Dias; Marcelo A. F. Arruda; Filipe Oliveira; Thiago Bulhões da Silva Costa; José Eduardo Krieger; Marco A. Gutierrez 001 (SIoT, 2022)

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)

Siamese pyramidal deep learning network for strain estimation in 3D cardiac cine-MR. - Catharine V. Graves; Marina F. S. de Sá Rebelo; Ramon Alfredo Moreno; Roberto Nery Dantas-Jr; Antonildes N. Assunção Jr.; Cesar H. Nomura; Marco A. Gutierrez 001 (Comput. Medical Imaging Graph., 2023)