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ORCIDFlávio H. D. Araújo
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- affiliation: Federal University of Piauí, Picos, Piauí, Brazil
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2020 – today
- 2023
[j19]Daniel S. Luz
, Tomaz Bisneto, Thiago José Barbosa Lima, Mano Joseph Mathew, Flávio H. D. Araújo:
Malignant breast lesions detection in histopathological images based on the combination of bioinspired texture descriptors and deep features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1889-1896 (2023)- [j18]Thiago José Barbosa Lima, Daniel S. Luz, Antonio Oseas, Rodrigo Veras, Flávio H. D. Araújo:
Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features. Multim. Tools Appl. 82(27): 42977-42993 (2023) - 2022
- [j17]Daniel S. Luz, Thiago José Barbosa Lima, Romuere R. V. Silva, Deborah Maria Vieira Magalhães, Flávio H. D. Araújo:
Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustment. Biomed. Signal Process. Control. 75: 103564 (2022) - [j16]Luis H. S. Vogado, Flávio H. D. Araújo, Pedro de A. Santos Neto, João Almeida, João Manuel R. S. Tavares, Rodrigo Veras:
A ensemble methodology for automatic classification of chest X-rays using deep learning. Comput. Biol. Medicine 145: 105442 (2022) - [j15]Bianca Sousa Soares, Jederson Sousa Luz, Valderlândia Francisca de Macêdo, Romuere Rôdrigues Veloso e Silva, Flávio Henrique Duarte de Araújo, Deborah Maria Vieira Magalhães:
MFCC-based descriptor for bee queen presence detection. Expert Syst. Appl. 201: 117104 (2022) - 2021
- [j14]Justino Santos, Rodrigo de Melo Souza Veras, Romuere R. V. Silva, Nayze Aldeman, Flávio H. D. Araújo, Angelo Amâncio Duarte, João Manuel R. S. Tavares:
A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images. Biomed. Signal Process. Control. 70: 103020 (2021) - [j13]Edson Damasceno Carvalho, Romuere R. V. Silva, Flávio H. D. Araújo, Ricardo de A. L. Rabelo, Antônio Oséas de Carvalho Filho:
An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms. Comput. Biol. Medicine 136: 104744 (2021) - [j12]Luis H. S. Vogado, Rodrigo Veras, Kelson Rômulo Teixeira Aires, Flávio H. D. Araújo, Romuere R. V. Silva, Moacir Ponti, João Manuel R. S. Tavares:
Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. Sensors 21(9): 2989 (2021) - [c22]Júlio César da Silva Soares, Kelson Rômulo Teixeira Aires, Alan Rafael Ferreira dos Santos, Rodrigo de Melo Souza Veras, Otilio Paulo da Silva Neto, Gilberto Nunes Neto, Flávio Henrique Duarte de Araújo:
Classification of pollen grain images with MobileNet. CLEI 2021: 1-10 - [c21]Edson Damasceno Carvalho, Romuere Rôdrigues Veloso e Silva, Mano Joseph Mathew, Flávio Henrique Duarte de Araújo, Antonio Oseas de Carvalho Filho:
Tumor Segmentation in Breast DCE- MRI Slice Using Deep Learning Methods. ISCC 2021: 1-6 - [c20]José Anatiel Gonçalves Santos Landim, Flávio Henrique Duarte de Araújo, Mano Joseph Mathew, Antonio Oseas de Carvalho Filho:
An automated method for segmentation of COVID-19 lesions based on Computed Tomography using deep learning methods. ISCC 2021: 1-6 - [c19]Luis H. S. Vogado, Pablo Vieira, Pedro de A. Santos Neto, Lucas A. Lopes, Gleison de Andrade e Silva Silva, Flávio H. D. Araújo, Rodrigo Veras:
Detection of COVID-19 in chest X-ray images using transfer learning with deep convolutional neural network. SAC 2021: 629-636 - 2020
- [j11]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:
Breast cancer diagnosis from histopathological images using textural features and CBIR. Artif. Intell. Medicine 105: 101845 (2020) - [c18]Helio R. V. de Couto Junior, Flávio H. D. Araújo, Ricardo de Andrade Lira Rabelo, Joel J. P. C. Rodrigues, Romuere R. V. e Silva:
Texture Maps as Input in 3D CNNs Applied to Classify Nodules in CT Images. HealthCom 2020: 1-6 - [c17]Daniel S. Luz, Renesio J. O. Costa, Ricardo de Andrade Lira Rabelo, Joel J. P. C. Rodrigues, Flávio H. D. Araújo:
Automatic Identification of Metastasis in Histopathological Images Using Deep Learning. HealthCom 2020: 1-6 - [c16]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:
Prediction of COVID-19 using Time-Sliding Window: The case of Piauí State - Brazil. HealthCom 2020: 1-6 - [c15]Acucena R. S. Soares, Thiago José Barbosa Lima, Ricardo de Andrade Lira Rabelo, Joel J. P. C. Rodrigues, Flávio H. D. Araújo:
Automatic Segmentation of Lung Nodules in CT Images Using Deep Learning. HealthCom 2020: 1-6 - [c14]Thiago José Barbosa Lima, Daniela Ushizima, Antonio Oseas de Carvalho Filho, Flávio Henrique Duarte de Araújo:
Lung CT Screening With 3D Convolutional Neural Network Architectures. ISBI Workshops 2020: 1-4 - [c13]Edson Damasceno Carvalho, Antônio Oséas de Carvalho Filho, Flávio Henrique Duarte de Araújo, Ricardo de Andrade Lira Rabelo:
Diagnosis of COVID-19 in CT image using CNN and XGBoost. ISCC 2020: 1-6 - [c12]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:
Evaluation of data balancing techniques in 3D CNNs for the classification of pulmonary nodules in CT images. ISCC 2020: 1-6 - [c11]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:
A Capsule Network-based for identification of Glaucoma in retinal images. ISCC 2020: 1-6 - [c10]Leonardo Pereira Sousa, Rodrigo M. S. Veras, Luis H. S. Vogado, Laurindo S. Britto Neto, Romuere R. V. Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros:
Banknote Identification Methodology for Visually Impaired People. IWSSIP 2020: 261-266 - [c9]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:
Localization of Voltage Sag Sources Using Convolutional Neural Network in IEEE 34-bus System. SMC 2020: 2836-2841
2010 – 2019
- 2019
- [j10]Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Daniela Mayumi Ushizima, Mariana T. Rezende, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi, Fátima N. S. de Medeiros:
Deep learning for cell image segmentation and ranking. Comput. Medical Imaging Graph. 72: 13-21 (2019) - [j9]Alan R. Andrade, Luis H. S. Vogado, Rodrigo de Melo Souza Veras, Romuere R. V. e Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros:
Recent computational methods for white blood cell nuclei segmentation: A comparative study. Comput. Methods Programs Biomed. 173: 1-14 (2019) - [j8]Romuere R. V. e Silva, Flávio H. D. Araújo, Daniela Mayumi Ushizima, Andrea G. C. Bianchi, Cláudia M. Carneiro, Fátima N. S. de Medeiros:
Radial feature descriptors for cell classification and recommendation. J. Vis. Commun. Image Represent. 62: 105-116 (2019) - [j7]Maíla de Lima Claro, Rodrigo Veras, André M. Santana, Flávio H. D. Araújo, Romuere R. V. e Silva, João Almeida, Daniel Leite:
An hybrid feature space from texture information and transfer learning for glaucoma classification. J. Vis. Commun. Image Represent. 64 (2019) - [j6]Nayara Holanda de Moura, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro:
ABCD rule and pre-trained CNNs for melanoma diagnosis. Multim. Tools Appl. 78(6): 6869-6888 (2019) - [j5]Allan C. Carneiro, José G. F. Lopes, Marcelo M. S. Souza, Jeová F. S. Rocha Neto, Flávio H. D. Araújo, Romuere R. V. e Silva, Fátima N. S. de Medeiros, Francisco Nivando Bezerra:
Parameter optimization of a multiscale descriptor for shape analysis on healthcare image datasets. Pattern Recognit. Lett. 125: 694-700 (2019) - 2018
- [j4]Luis H. S. Vogado, Rodrigo M. S. Veras, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires:
Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification. Eng. Appl. Artif. Intell. 72: 415-422 (2018) - [j3]Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Fátima N. S. de Medeiros, Dilworth Parkinson, Alexander Hexemer, Cláudia M. Carneiro, Daniela Mayumi Ushizima Sabino:
Reverse image search for scientific data within and beyond the visible spectrum. Expert Syst. Appl. 109: 35-48 (2018) - [c8]Nayara Holanda de Moura, Rodrigo M. S. Veras, Kelson Rômulo Teixeira Aires, Vinícius P. Machado, Romuere R. V. e Silva, Flávio H. D. Araújo, Maíla de Lima Claro:
Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma. ISCC 2018: 508-513 - 2017
- [c7]Paulo H. C. Oliveira, Gladston Moreira, Daniela Mayumi Ushizima, Cláudia M. Carneiro, Fátima N. S. de Medeiros, Flávio Henrique Duarte de Araújo, Romuere R. V. e Silva, Andrea G. C. Bianchi:
A multi-objective approach for calibration and detection of cervical cells nuclei. CEC 2017: 2321-2327 - [c6]Luis Henrique Silva Vogado, Rodrigo de Melo Souza Veras, Alan Ribeiro Andrade, Flávio Henrique Duarte de Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires:
Diagnosing Leukemia in Blood Smear Images Using an Ensemble of Classifiers and Pre-Trained Convolutional Neural Networks. SIBGRAPI 2017: 367-373 - 2016
- [j2]Maíla de Lima Claro, Leonardo de Moura Santos, Wallinson Lima e Silva, Flávio Henrique Duarte de Araújo, Nayara Holanda de Moura, André Macedo Santana:
Automatic Glaucoma Detection Based on Optic Disc Segmentation and Texture Feature Extraction. CLEI Electron. J. 19(2): 4 (2016) - [j1]Flávio H. D. Araújo, André M. Santana, Pedro de A. Santos Neto:
Using machine learning to support healthcare professionals in making preauthorisation decisions. Int. J. Medical Informatics 94: 1-7 (2016) - [c5]Daniela Ushizima, Chao Yang, Singanallur V. Venkatakrishnan, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Haoran Tang, Joao Vitor Mascarenhas, Alexander Hexemer, Dilworth Parkinson, James A. Sethian:
Convolutional neural networks at the interface of physical and digital data. AIPR 2016: 1-12 - [c4]Luis H. S. Vogado, Rodrigo de Melo Souza Veras, Alan R. Andrade, Romuere R. V. e Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros:
Unsupervised Leukemia Cells Segmentation Based on Multi-space Color Channels. ISM 2016: 451-456 - 2015
- [c3]Rodrigo M. S. Veras, Romuere R. V. e Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros:
SURF Descriptor and Pattern Recognition Techniques in Automatic Identification of Pathological Retinas. BRACIS 2015: 316-321 - [c2]Malla Claro, Leonardo Santos, Wallinson Silva, Flávio H. D. Araújo, Alcilene Dalília de Sousa, André Santana:
Automatic Detection of Glaucoma Using Disc Optic Segmentation and Feature Extraction. CLEI 2015: 1-7 - 2013
- [c1]Flávio H. D. Araújo, Lailson B. Moraes, André M. Santana, Pedro de A. Santos Neto, Paulo J. L. Adeodato, Érico Leão:
Evaluation of the use of computational intelligence techniques in medical claim processes of a health insurance company. CBMS 2013: 23-28
Coauthor Index
aka: Antônio Oséas de Carvalho Filho
aka: Antonio Oseas Carvalho Filho
aka: Antonio Oseas
aka: Ricardo de A. L. Rabelo
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