Search Results - "Silva, Romuere"

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms by Carvalho, Edson D., Silva, Romuere R.V., Araújo, Flávio H.D., Rabelo, Ricardo de A.L., de Carvalho Filho, Antônio Oseas

“…COVID-19 is a respiratory disease that, as of July 15th, 2021, has infected more than 187 million people worldwide and is responsible for more than 4 million…”
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Breast cancer diagnosis from histopathological images using textural features and CBIR by Carvalho, Edson D., Filho, Antônio O.C., Silva, Romuere R.V., Araújo, Flávio H.D., Diniz, João O.B., Silva, Aristófanes C., Paiva, Anselmo C., Gattass, Marcelo

“…•This work proposes a method using texture features to diagnose breast cancer.•The images are from a public database containing 400 images labeled by…”
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Reverse image search for scientific data within and beyond the visible spectrum by Araujo, Flavio H.D., Silva, Romuere R.V., Medeiros, Fatima N.S., Parkinson, Dilworth D., Hexemer, Alexander, Carneiro, Claudia M., Ushizima, Daniela M.

“…•Content-based image retrieval tool ranks scientific pictures by similarity quickly.•Recommendation system enables people without specialized knowledge to…”
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Leukemia diagnosis in blood slides using transfer learning in CNNs and SVM for classification by Vogado, Luis H.S., Veras, Rodrigo M.S., Araujo, Flavio. H.D., Silva, Romuere R.V., Aires, Kelson R.T.

“…Leukemia is a pathology that affects young people and adults, causing premature death and several other symptoms. Computer-aided systems can be used to reduce…”
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Deep learning for cell image segmentation and ranking by Araújo, Flávio H.D., Silva, Romuere R.V., Ushizima, Daniela M., Rezende, Mariana T., Carneiro, Cláudia M., Campos Bianchi, Andrea G., Medeiros, Fátima N.S.

“…•A methodology capable of segmenting both free-lying and clumps of abnormal cells with high overlapping rate from digitized images of conventional Pap…”
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MFCC-based descriptor for bee queen presence detection by Soares, Bianca Sousa, Luz, Jederson Sousa, de Macêdo, Valderlândia Francisca, Silva, Romuere Rodrigues Veloso e, de Araújo, Flávio Henrique Duarte, Magalhães, Deborah Maria Vieira

“…Monitoring and detecting hive health are essential for the development of ecosystem conservation strategies and sustainable beekeeping. The absence of the…”
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Automatic segmentation of melanoma skin cancer using transfer learning and fine-tuning by Araújo, Rafael Luz, Araújo, Flávio H. D. de, Silva, Romuere R. V. e

“…The massive use of multimedia technologies has enabled the exploration of information in many data such as texts, audio, videos, and images. Computational…”
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Recent computational methods for white blood cell nuclei segmentation: A comparative study by Andrade, Alan R., Vogado, Luis H.S., Veras, Rodrigo de M.S., Silva, Romuere R.V., Araujo, Flávio H.D., Medeiros, Fátima N.S.

“…•Empirical evaluation of state-of-the-art methods in five completely heterogeneous databases.•Identification of the best techniques for white blood cell nuclei…”
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Classification of COVID-19 in X-ray images with Genetic Fine-tuning by Vieira, Pablo A., Magalhães, Deborah M.V., Carvalho-Filho, Antonio O., Veras, Rodrigo M.S., Rabêlo, Ricardo A.L., Silva, Romuere R.V.

“…New and more transmissible SARS-COV-2 variants aggravated the SARS-COV-2 emergence. Lung X-ray images stand out as an alternative to support case screening…”
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Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model by Vogado, Luis, Veras, Rodrigo, Aires, Kelson, Araújo, Flávio, Silva, Romuere, Ponti, Moacir, Tavares, João Manuel R S

“…Leukaemia is a dysfunction that affects the production of white blood cells in the bone marrow. Young cells are abnormally produced, replacing normal blood…”
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Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustment by Luz, Daniel S., Lima, Thiago J.B., Silva, Romuere R.V., Magalhães, Deborah M.V., Araujo, Flavio H.D.

“…•An ensemble of CNNs trained on color-adjusted images for metastasis recognition.•We showed the influence of color on the classification of histopathological…”
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Automatic detection of Visceral Leishmaniasis in humans using Deep Learning by Gonçalves, Clésio, Andrade, Nathália, Borges, Armando, Rodrigues, Anderson, Veras, Rodrigo, Aguiar, Bruno, Silva, Romuere

“…Leishmaniasis is a commonly neglected disease present in tropical and subtropical countries, affecting 1 billion people. Visceral Leishmaniasis (VL) is the…”
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Helmet Detection on Motorcyclists Using Image Descriptors and Classifiers by Rodrigues Veloso e Silva, Romuere, Teixeira Aires, Kelson Romulo, De Melo Souza Veras, Rodrigo

“…Motorcycle accidents have been rapidly growing throughout the years in many countries. Due to various social and economic factors, this type of vehicle is…”
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Detection of helmets on motorcyclists by Silva, Romuere R. V. e, Aires, Kelson R. T., Veras, Rodrigo de M. S.

“…The use of motorcycle accidents has rapidly increased. Although the helmet is the main safety equipment of motorcyclists, many drivers do not use it. This…”
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The Automated Generation of Medical Reports from Polydactyly X-ray Images Using CNNs and Transformers by Vieira, Pablo de Abreu, Mathew, Mano Joseph, Santos Neto, Pedro de Alcantara dos, Silva, Romuere Rodrigues Veloso e

“…Pododactyl radiography is a non-invasive procedure that enables the detection of foot pathologies, as it provides detailed images of structures such as the…”
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Detection of Human Visceral Leishmaniasis Parasites in Microscopy Images from Bone Marrow Parasitological Examination by Gonçalves, Clésio, Borges, Armando, Dias, Viviane, Marques, Júlio, Aguiar, Bruno, Costa, Carlos, Silva, Romuere

“…Visceral Leishmaniasis (VL) is a neglected disease that affects between 50,000 and 90,000 new cases annually worldwide. In Brazil, VL causes about 3500…”
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Radial feature descriptors for cell classification and recommendation by Silva, Romuere R.V., Araujo, Flavio H.D., Ushizima, Daniela M., Bianchi, Andrea G.C., Carneiro, Claudia M., Medeiros, Fatima N.S.

“…•Radial feature descriptors improve cell classification and image recommendation.•Textural variations along cellular extra-nuclear narrow band describe…”
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Prediction of carcass rib eye area by ultrasound images in sheep using computer vision by Lima Júnior, Francisco Albir, Figueiredo Filho, Luiz Antônio Silva, Sousa Júnior, Antônio de, Silva, Romuere Rodrigues Veloso e, Barbosa, Bruna Lima, Vieira, Rafaela de Brito, Rocha, Artur Oliveira, Oliveira, Tiago de Moura, Sarmento, José Lindenberg Rocha

“…The present research created a tool to measure ultrasound images of the rib eye area in sheep. One hundred twenty-one ultrasound images of sheep were captured,…”
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Fusion of Color Bands Using Genetic Algorithm to Segment Melanoma by Araujo, Rafael L, Ushizima, Daniela M, Silva, Romuere R V

“…Melanoma is often associated with changes in the color, size or shape of a mole. Several tools, including smartphone apps, have been developed for the…”
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A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images by Santos, Justino Duarte, Veras, Rodrigo de M.S., Silva, Romuere R.V., Aldeman, Nayze L.S., Araújo, Flávio H.D., Duarte, Angelo A., Tavares, João Manuel R.S.

“…The minimal change disease (MCD) and glomerulosclerosis (GS) are two common kidney diseases. Unless adequately treated, these diseases leads to chronic kidney…”
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