| Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM AM Santos, AO de Carvalho Filho, AC Silva, AC De Paiva, RA Nunes, ... Engineering applications of artificial intelligence 36, 27-39, 2014 | 124 | 2014 |
| Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index AO de Carvalho Filho, WB de Sampaio, AC Silva, AC de Paiva, RA Nunes, ... Artificial intelligence in medicine 60 (3), 165-177, 2014 | 123 | 2014 |
| Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM FSS de Oliveira, AO de Carvalho Filho, AC Silva, AC de Paiva, M Gattass Computers in biology and medicine 57, 42-53, 2015 | 96 | 2015 |
| Lung nodule classification using artificial crawlers, directional texture and support vector machine BR Froz, AO de Carvalho Filho, AC Silva, AC de Paiva, RA Nunes, ... Expert Systems with Applications 69, 176-188, 2017 | 71 | 2017 |
| Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma MV dos Santos Ferreira, AO de Carvalho Filho, AD de Sousa, AC Silva, ... Expert Systems with Applications 110, 250-263, 2018 | 69 | 2018 |
| Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network AO de Carvalho Filho, AC Silva, AC de Paiva, RA Nunes, M Gattass Pattern Recognition 81, 200-212, 2018 | 68 | 2018 |
| Generative adversarial network and texture features applied to automatic glaucoma detection TRV Bisneto, AO de Carvalho Filho, DMV Magalhães Applied Soft Computing 90, 106165, 2020 | 58 | 2020 |
| Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM AO de Carvalho Filho, AC Silva, AC de Paiva, RA Nunes, M Gattass Medical & biological engineering & computing 55, 1129-1146, 2017 | 51 | 2017 |
| An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms ED Carvalho, RRV Silva, FHD Araújo, R de AL Rabelo, ... Computers in biology and medicine 136, 104744, 2021 | 49 | 2021 |
| Computer-aided diagnosis of lung nodules in computed tomography by using phylogenetic diversity, genetic algorithm, and SVM AO de Carvalho Filho, AC Silva, A Cardoso de Paiva, RA Nunes, ... Journal of digital imaging 30, 812-822, 2017 | 42 | 2017 |
| 3D shape analysis to reduce false positives for lung nodule detection systems AOC Filho, AC Silva, AC de Paiva, RA Nunes, M Gattass Medical & biological engineering & computing 55, 1199-1213, 2017 | 42 | 2017 |
| Lung-nodule classification based on computed tomography using taxonomic diversity indexes and an SVM AO de Carvalho Filho, AC Silva, AC de Paiva, RA Nunes, M Gattass Journal of Signal Processing Systems 87, 179-196, 2017 | 37 | 2017 |
| Automatic detection of masses in mammograms using quality threshold clustering, correlogram function, and SVM J de Nazaré Silva, AO de Carvalho Filho, A Corrêa Silva, ... Journal of digital imaging 28, 323-337, 2015 | 35 | 2015 |
| Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance RW de Sousa Costa, GLF da Silva, AO de Carvalho Filho, AC Silva, ... Medical & biological engineering & computing 56, 2125-2136, 2018 | 30 | 2018 |
| Diagnosis of COVID-19 in CT image using CNN and XGBoost ED Carvalho, ED Carvalho, AO de Carvalho Filho, FHD de Araújo, ... 2020 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2020 | 26 | 2020 |
| Automatic method for glaucoma diagnosis using a three-dimensional convoluted neural network NR de Sales Carvalho, MCLC Rodrigues, AO de Carvalho Filho, ... Neurocomputing 438, 72-83, 2021 | 20 | 2021 |
| Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma M Ferreira, AO Carvalho Filho, AD Sousa, AC Silva, M Gattass Expert Syst. Appl. 110, 250-263, 2018 | 20 | 2018 |
| Taxonomic indexes for differentiating malignancy of lung nodules on CT images GLF Silva, AO Carvalho Filho, AC Silva, AC Paiva, M Gattass Research on Biomedical Engineering 32 (03), 263-272, 2016 | 19 | 2016 |
| Tumor segmentation in breast DCE-MRI slice using deep learning methods ED Carvalho, RRV Silva, MJ Mathew, FHD Araujo, AO De Carvalho Filho 2021 IEEE symposium on computers and communications (ISCC), 1-6, 2021 | 17 | 2021 |
| Method of differentiation of benign and malignant masses in digital mammograms using texture analysis based on phylogenetic diversity ED Carvalho, AO de Carvalho Filho, AD de Sousa, AC Silva, M Gattass Computers & Electrical Engineering 67, 210-222, 2018 | 16 | 2018 |
