Antonio Oseas de Carvalho Filho

34 papers C 6Journal 24Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-task deep learning for bacilli detection and counting in sputum smear microscopy. Biomed. Signal Process. Control. Vitória de Carvalho Brito, Patrick Ryan Sales dos Santos, Antonio Oseas de Carvalho Filho, João Otávio Bandeira Diniz
2025	—	`conf`	Deep Learning for Helicobacter Pylori Classification: A Comparative Approach Using Transfer Learning and Data Augmentation. BRACIS (1) François F. R. Barbosa, Rodrigo N. Borges, Patrick Ryan Sales dos Santos, Antonio Oseas de Carvalho Filho, Ivan Saraiva Silva, Rodrigo M. S. Veras
2025	—	`conf`	U-Net-EL: A U-Net and Early Learning-Based Method for Histopathological Breast Image Segmentation. BRACIS (2) Paulo V. S. dos Santos, Patrick Ryan Sales dos Santos, João Otávio Bandeira Diniz, Antonio Oseas de Carvalho Filho
2024	—	`conf`	Automated Segmentation of Computed Tomography Images for COVID-19 Patient Evaluation. BRACIS (3) Júlio Vitor Monteiro Marques, Clésio de Araújo Gonçalves, Antonio Oseas de Carvalho Filho, Rodrigo de Melo Souza Veras, Romuere Rôdrigues Veloso e Silva
2024	J	`jnl`	Deep learning-based tumor segmentation and classification in breast MRI with 3TP method. Biomed. Signal Process. Control. Edson Damasceno Carvalho, Otilio Paulo da Silva Neto, Antonio Oseas de Carvalho Filho
2024	J	`jnl`	KochDet: BiFPN-based deep architecture for tuberculosis diagnosis. Biomed. Signal Process. Control. Patrick Ryan Sales dos Santos, Vitória de Carvalho Brito, Antonio Oseas de Carvalho Filho, João Otávio Bandeira Diniz
2024	J	`jnl`	NTL-Unet: A Satellite-Based Approach for Non-Technical Loss Detection in Electricity Distribution Using Sentinel-2 Imagery and Machine Learning. Sensors 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, Oswaldo Curty da Motta Lima
2021	J	`jnl`	A Deep Learning Approach for the Detection and Classification of Power Quality Disturbances with Windowed Signals. SN Comput. Sci. Wilson Leal Rodrigues Junior, Fábbio Anderson Silva Borges, Antonio Oseas de Carvalho Filho, Ricardo de A. L. Rabelo
2021	C	`conf`	An automated method for segmentation of COVID-19 lesions based on Computed Tomography using deep learning methods. ISCC José Anatiel Gonçalves Santos Landim, Flávio Henrique Duarte de Araújo, Mano Joseph Mathew, Antonio Oseas de Carvalho Filho
2021	J	`jnl`	Automatic method for glaucoma diagnosis using a three-dimensional convoluted neural network. Neurocomputing Nonato Rodrigues de Sales Carvalho, Maria da Conceição Leal Carvalho Rodrigues, Antonio Oseas de Carvalho Filho, Mano Joseph Mathew
2021	C	`conf`	BacillusNet: An automated approach using RetinaNet for segmentation of pulmonary Tuberculosis bacillus. ISCC 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
2021	J	`jnl`	COVID-index: A texture-based approach to classifying lung lesions based on CT images. Pattern Recognit. Vitória de Carvalho Brito, Patrick Ryan Sales dos Santos, Nonato Rodrigues de Sales Carvalho, Antonio Oseas de Carvalho Filho
2021	C	`conf`	Tumor Segmentation in Breast DCE- MRI Slice Using Deep Learning Methods. ISCC Edson Damasceno Carvalho, Romuere Rôdrigues Veloso e Silva, Mano Joseph Mathew, Flávio Henrique Duarte de Araújo, Antonio Oseas de Carvalho Filho
2020	C	`conf`	A Capsule Network-based for identification of Glaucoma in retinal images. ISCC 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
2020	C	`conf`	Automatic Diagnostic of the Presence of Exudates in Retinal Images Using Deep Learning. HealthCom Deusimar D. Sousa, Antonio Oseas de Carvalho Filho, Ricardo A. L. Rabêlo, Joel J. P. C. Rodrigues
2020	J	`jnl`	Breast cancer diagnosis from histopathological images using textural features and CBIR. Artif. Intell. Medicine 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
2020	C	`conf`	Evaluation of data balancing techniques in 3D CNNs for the classification of pulmonary nodules in CT images. ISCC 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
2020	J	`jnl`	Generative adversarial network and texture features applied to automatic glaucoma detection. Appl. Soft Comput. Tomaz Ribeiro Viana Bisneto, Antonio Oseas de Carvalho Filho, Deborah Maria Vieira Magalhães
2020	—	`conf`	Lung CT Screening With 3D Convolutional Neural Network Architectures. ISBI Workshops Thiago José Barbosa Lima, Daniela Ushizima, Antonio Oseas de Carvalho Filho, Flávio Henrique Duarte de Araújo
2018	J	`jnl`	Automatic methods for diagnosis of glaucoma using texture descriptors based on phylogenetic diversity. Comput. Electr. Eng. Antônio Sousa Vieira de Carvalho Junior, Edson Damasceno Carvalho, Antonio Oseas de Carvalho Filho, Alcilene Dalília de Sousa, Aristófanes Corrêa Silva, Marcelo Gattass
2018	J	`jnl`	Classification of breast tissues into mass and non-mass by means of the micro-genetic algorithm, phylogenetic trees, LBP and SVM. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Wener Borges de Sampaio, Fernando Soares Sérvulo de Oliveira, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
2018	J	`jnl`	Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance. Medical Biol. Eng. Comput. Robherson Wector de Sousa Costa, Giovanni Lucca França da Silva, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
2018	J	`jnl`	Classification of patterns of benignity and malignancy based on CT using topology-based phylogenetic diversity index and convolutional neural network. Pattern Recognit. Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2018	J	`jnl`	Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma. Expert Syst. Appl. Marcos Vinícius dos Santos Ferreira, Antonio Oseas de Carvalho Filho, Alcilene Dalília de Sousa, Aristófanes Corrêa Silva, Marcelo Gattass
2018	J	`jnl`	Method of differentiation of benign and malignant masses in digital mammograms using texture analysis based on phylogenetic diversity. Comput. Electr. Eng. Edson Damasceno Carvalho, Antonio Oseas de Carvalho Filho, Alcilene Dalília de Sousa, Aristófanes Corrêa Silva, Marcelo Gattass
2017	J	`jnl`	3D shape analysis to reduce false positives for lung nodule detection systems. Medical Biol. Eng. Comput. Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2017	J	`jnl`	Computer-Aided Diagnosis of Lung Nodules in Computed Tomography by Using Phylogenetic Diversity, Genetic Algorithm, and SVM. J. Digit. Imaging Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2017	J	`jnl`	Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM. Medical Biol. Eng. Comput. Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2017	J	`jnl`	Lung nodule classification using artificial crawlers, directional texture and support vector machine. Expert Syst. Appl. Bruno Rodrigues Froz, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2017	J	`jnl`	Lung-Nodule Classification Based on Computed Tomography Using Taxonomic Diversity Indexes and an SVM. J. Signal Process. Syst. Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2015	J	`jnl`	Automatic Detection of Masses in Mammograms Using Quality Threshold Clustering, Correlogram Function, and SVM. J. Digit. Imaging Joberth de Nazaré Silva, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
2015	J	`jnl`	Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM. Comput. Biol. Medicine Fernando Soares Sérvulo de Oliveira, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Marcelo Gattass
2014	J	`jnl`	Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM. Eng. Appl. Artif. Intell. Alex Martins Santos, Antonio Oseas de Carvalho Filho, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass
2014	J	`jnl`	Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index. Artif. Intell. Medicine Antonio Oseas de Carvalho Filho, Wener Borges de Sampaio, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassu Nunes, Marcelo Gattass