A Bag-of-Tasks approach to speed up the lung nodules retrieval in the BigData age. - Marcelo Costa Oliveira; José Raniery Ferreira (Healthcom, 2013)

Performance Evaluation of Medical Image Similarity Analysis in a Heterogeneous Architecture. - José Raniery Ferreira; Marcelo Costa Oliveira; Andre Lage Freitas (CBMS, 2014)

Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval. - José Raniery Ferreira Jr.; Marcelo Costa Oliveira (CBMS, 2015)

Design of a Graph-Based System for Similar Case Retrieval of Pulmonary Nodules. - José Raniery Ferreira Jr.; Marcelo Costa Oliveira; Paulo Mazzoncini de Azevedo Marques (MedInfo, 2015)

Using 3D Texture and Margin Sharpness Features on Classification of Small Pulmonary Nodules. - Ailton Felix; Marcelo Costa Oliveira; Aydano Machado; José Raniery Ferreira (SIBGRAPI, 2016)

Cloud-Based NoSQL Open Database of Pulmonary Nodules for Computer-Aided Lung Cancer Diagnosis and Reproducible Research. - José Raniery Ferreira; Marcelo Costa Oliveira; Paulo Mazzoncini de Azevedo Marques (J. Digit. Imaging, 2016)

Automatic weighing attribute to retrieve similar lung cancer nodules. - David Jones Ferreira de Lucena; José Raniery Ferreira Jr.; Aydano Pamponet Machado; Marcelo Costa Oliveira (BMC Medical Informatics Decis. Mak., 2016)

Selecting relevant 3D image features of margin sharpness and texture for lung nodule retrieval. - José Raniery Ferreira; Paulo Mazzoncini de Azevedo Marques; Marcelo Costa Oliveira (Int. J. Comput. Assist. Radiol. Surg., 2017)

Integrating 3D image descriptors of margin sharpness and texture on a GPU-optimized similar pulmonary nodule retrieval engine. - José Raniery Ferreira Jr.; Marcelo Costa Oliveira; Paulo Mazzoncini de Azevedo Marques (J. Supercomput., 2017)

Radiomics-based features for pattern recognition of lung cancer histopathology and metastases. - José Raniery Ferreira; Marcel Koenigkam-Santos; Federico Enrique Garcia Cipriano; Alexandre Todorovic Fabro; Paulo Mazzoncini de Azevedo Marques (Comput. Methods Programs Biomed., 2018)

Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture. - José Raniery Ferreira Jr.; Marcelo Costa Oliveira; Paulo Mazzoncini de Azevedo Marques (J. Digit. Imaging, 2018)

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)

CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms. - José Raniery Ferreira Jr.; Marcel Koenigkam-Santos; Ariane Priscilla Magalhães Tenório; Matheus Calil Faleiros; Federico Enrique Garcia Cipriano; Alexandre Todorovic Fabro; Janne Näppi; Hiroyuki Yoshida; Paulo Mazzoncini de Azevedo Marques (Int. J. Comput. Assist. Radiol. Surg., 2020)

A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis. - Ariane Priscilla Magalhães Tenório; Matheus Calil Faleiros; José Raniery Ferreira Jr.; Vitor Faeda Dalto; Rodrigo Luppino Assad; Paulo Louzada-Junior; Hiroyuki Yoshida; Marcello Henrique Nogueira-Barbosa; Paulo Mazzoncini de Azevedo Marques (Int. J. Comput. Assist. Radiol. Surg., 2020)

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)

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)

Toward classifying small lung nodules with hyperparameter optimization of convolutional neural networks. - Lucas Lins de Lima; José Raniery Ferreira Jr.; Marcelo Costa Oliveira (Comput. Intell., 2021)

The Effects of Perinodular Features on Solid Lung Nodule Classification. - José Lucas Leite Calheiros; Lucas Benevides Viana de Amorim; Lucas Lins de Lima; Ailton Felix de Lima Filho; José Raniery Ferreira Jr.; Marcelo Costa de Oliveira (J. Digit. Imaging, 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)

Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis. - Ariane Priscilla Magalhães Tenório; José Raniery Ferreira Jr.; Vitor Faeda Dalto; Matheus Calil Faleiros; Rodrigo Luppino Assad; Paulo Louzada-Junior; Marcello Henrique Nogueira-Barbosa; Rangaraj Mandayam Rangayyan; Paulo Mazzoncini de Azevedo Marques (J. Digit. Imaging, 2022)