Flávio H. D. Araújo

31 papers B 1C 7Misc 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Cepstral and Deep Features for Apis mellifera Hive Strength Classification. J. Internet Serv. Appl. Jederson Sousa Luz, Myllena C. De Oliveira, Fábia de M. Pereira, Flávio H. D. Araújo, Deborah Maria Vieira Magalhães
2024	—	`conf`	Ensemble of CNNs for Enhanced Leukocyte Classification in Acute Myeloid Leukemia Diagnosis. BRACIS (1) Leonardo P. Sousa, Romuere R. V. Silva, Maíla L. Claro, Flávio H. D. Araújo, Rodrigo N. Borges, Vinícius P. Machado, Rodrigo M. S. Veras
2023	J	`jnl`	Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features. Multim. Tools Appl. Thiago José Barbosa Lima, Daniel S. Luz, Antonio Oseas, Rodrigo Veras, Flávio H. D. Araújo
2023	J	`jnl`	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. Daniel S. Luz, Tomaz Bisneto, Thiago José Barbosa Lima, Mano Joseph Mathew, Flávio H. D. Araújo
2022	J	`jnl`	A ensemble methodology for automatic classification of chest X-rays using deep learning. Comput. Biol. Medicine Luis H. S. Vogado, Flávio H. D. Araújo, Pedro de A. Santos Neto, João Almeida, João Manuel R. S. Tavares, Rodrigo Veras
2022	J	`jnl`	Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustment. Biomed. Signal Process. Control. Daniel S. Luz, Thiago José Barbosa Lima, Romuere R. V. Silva, Deborah Maria Vieira Magalhães, Flávio H. D. Araújo
2021	J	`jnl`	A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images. Biomed. Signal Process. Control. 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
2021	J	`jnl`	An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms. Comput. Biol. Medicine Edson Damasceno Carvalho, Romuere R. V. Silva, Flávio H. D. Araújo, Ricardo de A. L. Rabelo, Antônio Oséas de Carvalho Filho
2021	Misc	`conf`	Detection of COVID-19 in chest X-ray images using transfer learning with deep convolutional neural network. SAC 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
2021	J	`jnl`	Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. Sensors 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
2020	C	`conf`	Automatic Identification of Metastasis in Histopathological Images Using Deep Learning. HealthCom Daniel S. Luz, Renesio J. O. Costa, Ricardo de Andrade Lira Rabelo, Joel J. P. C. Rodrigues, Flávio H. D. Araújo
2020	C	`conf`	Automatic Segmentation of Lung Nodules in CT Images Using Deep Learning. HealthCom Acucena R. S. Soares, Thiago José Barbosa Lima, Ricardo de Andrade Lira Rabelo, Joel J. P. C. Rodrigues, Flávio H. D. Araújo
2020	—	`conf`	Banknote Identification Methodology for Visually Impaired People. IWSSIP Leonardo Pereira de 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
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`	Prediction of COVID-19 using Time-Sliding Window: The case of Piauí State - Brazil. HealthCom 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
2020	C	`conf`	Texture Maps as Input in 3D CNNs Applied to Classify Nodules in CT Images. HealthCom 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
2019	J	`jnl`	ABCD rule and pre-trained CNNs for melanoma diagnosis. Multim. Tools Appl. 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
2019	J	`jnl`	An hybrid feature space from texture information and transfer learning for glaucoma classification. J. Vis. Commun. Image Represent. Maíla de Lima Claro, Rodrigo Veras, André M. Santana, Flávio H. D. Araújo, Romuere R. V. e Silva, João Almeida, Daniel Leite
2019	J	`jnl`	Deep learning for cell image segmentation and ranking. Comput. Medical Imaging Graph. 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
2019	J	`jnl`	Parameter optimization of a multiscale descriptor for shape analysis on healthcare image datasets. Pattern Recognit. Lett. Allan C. Carneiro, José G. F. Lopes, Marcelo M. S. de Souza, Jeová F. S. Rocha Neto, Flávio H. D. Araújo, Romuere R. V. e Silva, Fátima N. S. de Medeiros, Francisco Nivando Bezerra
2019	J	`jnl`	Radial feature descriptors for cell classification and recommendation. J. Vis. Commun. Image Represent. Romuere R. V. e Silva, Flávio H. D. Araújo, Daniela Mayumi Ushizima, Andrea G. C. Bianchi, Cláudia M. Carneiro, Fátima N. S. de Medeiros
2019	J	`jnl`	Recent computational methods for white blood cell nuclei segmentation: A comparative study. Comput. Methods Programs Biomed. 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
2018	C	`conf`	Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma. ISCC 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
2018	J	`jnl`	Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification. Eng. Appl. Artif. Intell. Luis H. S. Vogado, Rodrigo M. S. Veras, Flávio H. D. Araújo, Romuere Rôdrigues Veloso e Silva, Kelson Rômulo Teixeira Aires
2018	J	`jnl`	Reverse image search for scientific data within and beyond the visible spectrum. Expert Syst. Appl. 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
2016	—	`conf`	Convolutional neural networks at the interface of physical and digital data. AIPR 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
2016	C	`conf`	Unsupervised Leukemia Cells Segmentation Based on Multi-space Color Channels. ISM 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
2016	J	`jnl`	Using machine learning to support healthcare professionals in making preauthorisation decisions. Int. J. Medical Informatics Flávio H. D. Araújo, André M. Santana, Pedro de A. Santos Neto
2015	C	`conf`	Automatic Detection of Glaucoma Using Disc Optic Segmentation and Feature Extraction. CLEI Malla Claro, Leonardo Santos, Wallinson Silva, Flávio H. D. Araújo, Alcilene Dalília de Sousa, André Santana
2015	—	`conf`	SURF Descriptor and Pattern Recognition Techniques in Automatic Identification of Pathological Retinas. BRACIS Rodrigo M. S. Veras, Romuere R. V. e Silva, Flávio H. D. Araújo, Fátima N. S. de Medeiros
2013	B	`conf`	Evaluation of the use of computational intelligence techniques in medical claim processes of a health insurance company. CBMS Flávio H. D. Araújo, Lailson B. Moraes, André M. Santana, Pedro de A. Santos Neto, Paulo J. L. Adeodato, Érico Leão