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José Raniery Ferreira Junior
José Raniery Ferreira Junior
Andra namnJose Raniery Ferreira-Junior
AI Deployment Engineer @ Hospital Israelita Albert Einstein
Verifierad e-postadress på einstein.br - Startsida
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Artificial intelligence, machine learning, computer-aided diagnosis, and radiomics: advances in imaging towards to precision medicine
MK Santos, JR Ferreira Júnior, DT Wada, APM Tenório, MHN Barbosa, ...
Radiologia Brasileira 52 (6), 387-396, 2019
218*2019
Radiomics-based features for pattern recognition of lung cancer histopathology and metastases
JRF Junior, M Koenigkam-Santos, FEG Cipriano, AT Fabro, ...
Computer Methods and Programs in Biomedicine 159, 23-30, 2018
1522018
Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images
JR Ferreira, DAC Cardenas, RA Moreno, MF de Sá Rebelo, JE Krieger, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
602020
CT-based radiomics for prediction of histologic subtype and metastatic disease in primary malignant lung neoplasms
JR Ferreira-Junior, M Koenigkam-Santos, AP Magalhaes Tenorio, ...
International journal of computer assisted radiology and surgery 15, 163-172, 2020
602020
Machine learning techniques for computer-aided classification of active inflammatory sacroiliitis in magnetic resonance imaging
MC Faleiros, MH Nogueira-Barbosa, VF Dalto, JRF Júnior, APM Tenório, ...
Advances in Rheumatology 60, 1-10, 2020
45*2020
Characterization of Pulmonary Nodules Based on Features of Margin Sharpness and Texture
JR Ferreira, MC Oliveira, PM de Azevedo-Marques
Journal of Digital Imaging, 1-13, 2017
452017
Cloud-based NoSQL open database of pulmonary nodules for computer-aided lung cancer diagnosis and reproducible research
JRF Junior, MC Oliveira, PM de Azevedo-Marques
Journal of Digital Imaging, 1-14, 2016
45*2016
The effects of perinodular features on solid lung nodule classification
JLL Calheiros, LBV de Amorim, LL de Lima, AF de Lima Filho, ...
Journal of Digital Imaging 34 (4), 798-810, 2021
352021
A study of MRI-based radiomics biomarkers for sacroiliitis and spondyloarthritis
APM Tenório, MC Faleiros, JRF Junior, VF Dalto, RL Assad, ...
International Journal of Computer Assisted Radiology and Surgery 15, 1737-1748, 2020
262020
Using 3D Texture and Margin Sharpness Features on Classification of Small Pulmonary Nodules
A Felix, M Oliveira, A Machado, J Raniery
262016
Novel chest radiographic biomarkers for COVID-19 using radiomic features associated with diagnostics and outcomes
JR Ferreira Junior, DA Cardona Cardenas, RA Moreno, MF de Sa Rebelo, ...
Journal of Digital Imaging 34, 297-307, 2021
252021
Toward classifying small lung nodules with hyperparameter optimization of convolutional neural networks
LL Lima, JR Ferreira Junior, MC Oliveira
Computational Intelligence, 2020
232020
Performance Evaluation of Medical Image Similarity Analysis in a Heterogeneous Architecture
JR Ferreira Junior, MC Oliveira, AL Freitas
27th IEEE International Symposium on Computer-Based Medical Systems, 2014
222014
A Bag-of-Tasks Approach to Speed Up the Lung Nodules Retrieval in the BigData age
MC Oliveira, JR Ferreira
e-Health Networking, Applications & Services (Healthcom), 2013 IEEE 15th …, 2013
192013
Selecting relevant 3D image features of margin sharpness and texture for lung nodule retrieval
JR Ferreira, PM de Azevedo-Marques, MC Oliveira
International journal of computer assisted radiology and surgery 12, 509-517, 2017
182017
Integrating 3D image descriptors of margin sharpness and texture on a GPU-optimized similar pulmonary nodule retrieval engine
JR Ferreira Junior, MC Oliveira, PM de Azevedo-Marques
The Journal of Supercomputing 73 (8), 3451-3467, 2017
172017
Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval
JRF Junior, MC Oliveira
Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International …, 2015
132015
A general fully automated deep-learning method to detect cardiomegaly in chest x-rays
JRF Junior, DAC Cardenas, RA Moreno, MF de Sá Rebelo, JE Krieger, ...
Medical Imaging 2021: Computer-Aided Diagnosis 11597, 537-542, 2021
112021
Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis
APM Tenório, JR Ferreira-Junior, VF Dalto, MC Faleiros, RL Assad, ...
Journal of Digital Imaging 35 (1), 29-38, 2022
102022
Radiomic analysis of lung cancer for the assessment of patient prognosis and intratumor heterogeneity
JR Ferreira Junior, M Koenigkam-Santos, CVB Machado, MC Faleiros, ...
Radiologia Brasileira 54, 87-93, 2021
102021
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Artiklar 1–20