| 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 | 170* | 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 | 141 | 2018 |
| 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 | 58 | 2020 |
| 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 | 51 | 2020 |
| 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 | 46* | 2016 |
| 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 | 43 | 2017 |
| 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 | 39* | 2020 |
| 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 | 25 | 2021 |
| 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 | 24 | 2020 |
| Using 3D Texture and Margin Sharpness Features on Classification of Small Pulmonary Nodules A Felix, M Oliveira, A Machado, J Raniery | 24 | 2016 |
| 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 Sá Rebelo, ... Journal of Digital Imaging 34, 297-307, 2021 | 22 | 2021 |
| 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 | 22 | 2014 |
| Toward classifying small lung nodules with hyperparameter optimization of convolutional neural networks LL Lima, JR Ferreira Junior, MC Oliveira Computational Intelligence, 2020 | 19 | 2020 |
| 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 | 19 | 2017 |
| 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 | 19 | 2013 |
| 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 | 16 | 2017 |
| Evaluating Margin Sharpness Analysis on Similar Pulmonary Nodule Retrieval JRF Junior, MC Oliveira Computer-Based Medical Systems (CBMS), 2015 IEEE 28th International …, 2015 | 14 | 2015 |
| 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 | 10 | 2021 |
| 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 | 10 | 2021 |
| Effective parameters for gait analysis in experimental models for evaluating peripheral nerve injuries in rats IM Júnior, P Medeiros, RL de Freita, H Vicente-César, JRF Junior, ... Neurospine 16 (2), 305-316, 2019 | 10 | 2019 |
Paulo Mazzoncini de Azevedo MarquesFaculdade de Medicina de Ribeirão Preto - USPVerified email at fmrp.usp.br
