Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index. - Antonio Oseas de Carvalho Filho; Wener Borges de Sampaio; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Artif. Intell. Medicine, 2014)

Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM. - Alex Martins Santos; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Eng. Appl. Artif. Intell., 2014)

Automatic segmentation of masses in digital mammograms using particle swarm optimization and graph clustering. - Otilio Paulo da Silva Neto; Oseas Carvalho; Wener Borges de Sampaio; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva (IWSSIP, 2015)

Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM. - Fernando Soares Sérvulo de Oliveira; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. Biol. Medicine, 2015)

Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM. - Joberth de Nazaré Silva; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (J. Digit. Imaging, 2015)

Lung nodule classification using artificial crawlers, directional texture and support vector machine. - Bruno Rodrigues Froz; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Expert Syst. Appl., 2017)

Computer-Aided Diagnosis of Lung Nodules in Computed Tomography by Using Phylogenetic Diversity, Genetic Algorithm, and SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (J. Digit. Imaging, 2017)

Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Medical Biol. Eng. Comput., 2017)

3D shape analysis to reduce false positives for lung nodule detection systems. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Medical Biol. Eng. Comput., 2017)

Lung-Nodule Classification Based on Computed Tomography Using Taxonomic Diversity Indexes and an SVM. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (J. Signal Process. Syst., 2017)

Functional Diversity applied to the false positive reduction in breast tissues based on digital mammography. - William Torres; Antonio Oseas; Alcilene Sousa; Francisco Airton Silva (ISCC, 2018)

Method of differentiation of benign and malignant masses in digital mammograms using texture analysis based on phylogenetic diversity. - Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Comput. Electr. Eng., 2018)

Automatic methods for diagnosis of glaucoma using texture descriptors based on phylogenetic diversity. - Antônio Sousa Vieira de Carvalho Junior; Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Comput. Electr. Eng., 2018)

Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM. - Wener Borges de Sampaio; Fernando Soares Sérvulo de Oliveira; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma. - Marcos Vinícius dos Santos Ferreira; Antonio Oseas de Carvalho Filho; Alcilene Dalília de Sousa; Aristófanes Corrêa Silva; Marcelo Gattass (Expert Syst. Appl., 2018)

Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance. - Robherson Wector de Sousa Costa; Giovanni Lucca França da Silva; Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Medical Biol. Eng. Comput., 2018)

Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network. - Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassu Nunes; Marcelo Gattass (Pattern Recognit., 2018)

COVID-19 diagnosis in CT images using CNN to extract features and multiple classifiers. - Edelson Damasceno Carvalho; Edson Damasceno Carvalho; Antônio Oséas de Carvalho Filho; Alcilene Dalília de Sousa; Ricardo de Andrade Lira Rabelo (BIBE, 2020)

Prediction of COVID-19 using Time-Sliding Window: The case of Piauí State - Brazil. - Patrick Ryan Sales dos Santos; Lucas B. M. de Souza; Samuel P. B. D. Lélis; Hector B. Ribeiro; Fábbio Anderson Silva Borges; Romuere R. V. Silva; Antonio Oseas Carvalho Filho; Flávio H. D. Araújo; Ricardo de Andrade Lira Rabelo; Joel J. P. C. Rodrigues (HealthCom, 2020)

Automatic Diagnostic of the Presence of Exudates in Retinal Images Using Deep Learning. - Deusimar D. Sousa; Antonio Oseas de Carvalho Filho; Ricardo A. L. Rabêlo; Joel J. P. C. Rodrigues (HealthCom, 2020)

Lung CT Screening With 3D Convolutional Neural Network Architectures. - Thiago José Barbosa Lima; Daniela Ushizima; Antonio Oseas de Carvalho Filho; Flávio Henrique Duarte de Araújo (ISBI Workshops, 2020)

Diagnosis of COVID-19 in CT image using CNN and XGBoost. - Edson Damasceno Carvalho; Antônio Oséas de Carvalho Filho; Flávio Henrique Duarte de Araújo; Ricardo de Andrade Lira Rabelo (ISCC, 2020)

Evaluation of data balancing techniques in 3D CNNs for the classification of pulmonary nodules in CT images. - Thiago José Barbosa Lima; Flávio Henrique Duarte de Araújo; Antonio Oseas de Carvalho Filho; Ricardo de Andrade Lira Rabelo; Rodrigo de Melo Souza Veras; Mano Joseph Mathew (ISCC, 2020)

A Capsule Network-based for identification of Glaucoma in retinal images. - Patrick Ryan Sales dos Santos; Vitória de Carvalho Brito; Antonio Oseas de Carvalho Filho; Flávio Henrique Duarte de Araújo; Ricardo de Andrade Lira Rabelo; Mano Joseph Mathew (ISCC, 2020)

Localization of Voltage Sag Sources Using Convolutional Neural Network in IEEE 34-bus System. - Wilson Leal Rodrigues Junior; Dyôgo Medeiros Reis; Fábbio Anderson Silva Borges; Flávio Henrique Duarte de Araújo; Antônio Oséas de Carvalho Filho; Ricardo de Andrade Lira Rabelo (SMC, 2020)

Breast cancer diagnosis from histopathological images using textural features and CBIR. - Edson Damasceno Carvalho; Antonio Oseas de Carvalho Filho; Romuere R. V. e Silva; Flávio H. D. Araújo; João Otávio Bandeira Diniz; Aristófanes C. Silva; Anselmo Cardoso de Paiva; Marcelo Gattass (Artif. Intell. Medicine, 2020)

Generative adversarial network and texture features applied to automatic glaucoma detection. - Tomaz Ribeiro Viana Bisneto; Antonio Oseas de Carvalho Filho; Deborah Maria Vieira Magalhães (Appl. Soft Comput., 2020)

Texture analysis of lung nodules in computerized tomography images using functional diversity. - William Torres; Antônio Oséas de Carvalho Filho; Ricardo de Andrade Lira Rabelo; Romuere Rôdrigues Veloso e Silva (Comput. Electr. Eng., 2020)

Tumor Segmentation in Breast DCE- MRI Slice Using Deep Learning Methods. - Edson Damasceno Carvalho; Romuere Rôdrigues Veloso e Silva; Mano Joseph Mathew; Flávio Henrique Duarte de Araújo; Antonio Oseas de Carvalho Filho (ISCC, 2021)

An automated method for segmentation of COVID-19 lesions based on Computed Tomography using deep learning methods. - José Anatiel Gonçalves Santos Landim; Flávio Henrique Duarte de Araújo; Mano Joseph Mathew; Antonio Oseas de Carvalho Filho (ISCC, 2021)

BacillusNet: An automated approach using RetinaNet for segmentation of pulmonary Tuberculosis bacillus. - Francisco Jose Dos Santos Reist; Mateus Assis Veloso; Filipe Mateus Moraes Rodrigues; Vitória de Carvalho Brito; Patrick Ryan Sales dos Santos; José Denes Lima Araújo; Ricardo de Andrade Lira Rabelo; Antonio Oseas de Carvalho Filho (ISCC, 2021)

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms. - Edson Damasceno Carvalho; Romuere R. V. Silva; Flávio H. D. Araújo; Ricardo de A. L. Rabelo; Antônio Oséas de Carvalho Filho (Comput. Biol. Medicine, 2021)

Automatic method for glaucoma diagnosis using a three-dimensional convoluted neural network. - Nonato Rodrigues de Sales Carvalho; Maria da Conceição Leal Carvalho Rodrigues; Antonio Oseas de Carvalho Filho; Mano Joseph Mathew (Neurocomputing, 2021)

COVID-index: A texture-based approach to classifying lung lesions based on CT images. - Vitória de Carvalho Brito; Patrick Ryan Sales dos Santos; Nonato Rodrigues de Sales Carvalho; Antonio Oseas de Carvalho Filho (Pattern Recognit., 2021)

A Deep Learning Approach for the Detection and Classification of Power Quality Disturbances with Windowed Signals. - Wilson Leal Rodrigues Junior; Fábbio Anderson Silva Borges; Antonio Oseas de Carvalho Filho; Ricardo de A. L. Rabelo (SN Comput. Sci., 2021)

Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features. - Thiago José Barbosa Lima; Daniel S. Luz; Antonio Oseas; Rodrigo Veras; Flávio H. D. Araújo (Multim. Tools Appl., 2023)

An approach to the prediction of breast cancer response to neoadjuvant chemotherapy based on tumor habitats in DCE-MRI images. - Edson Damasceno Carvalho; Otilio Paulo da Silva Neto; Mano Joseph Mathew; Antônio Oséas de Carvalho Filho (Expert Syst. Appl., 2023)

Automated Segmentation of Computed Tomography Images for COVID-19 Patient Evaluation. - Júlio Vitor Monteiro Marques; Clésio de Araújo Gonçalves; Antonio Oseas de Carvalho Filho; Rodrigo de Melo Souza Veras; Romuere Rôdrigues Veloso e Silva (BRACIS (3), 2024)

Deep learning-based tumor segmentation and classification in breast MRI with 3TP method. - Edson Damasceno Carvalho; Otilio Paulo da Silva Neto; Antonio Oseas de Carvalho Filho (Biomed. Signal Process. Control., 2024)

KochDet: BiFPN-based deep architecture for tuberculosis diagnosis. - Patrick Ryan Sales dos Santos; Vitória de Carvalho Brito; Antonio Oseas de Carvalho Filho; João Otávio Bandeira Diniz (Biomed. Signal Process. Control., 2024)

NTL-Unet: A Satellite-Based Approach for Non-Technical Loss Detection in Electricity Distribution Using Sentinel-2 Imagery and Machine Learning. - Matheus Felipe Gremes; Renato Couto Gomes; Andressa Ullmann Duarte Heberle; Matheus Alan Bergmann; Luísa Treptow Ribeiro; Janice Adamski; Flávio Alves dos Santos; André Vinicius Rodrigues Moreira; Antonio Manoel Matta dos Santos Lameirão; Roberto Farias de Toledo; Antonio Oseas de Carvalho Filho; Cid Marcos Gonçalves Andrade; et al. (Sensors, 2024)