Search Results - "M. V. Magalhaes, Deborah"

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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Deep Learning in Image Analysis for COVID-19 Diagnosis: a Survey by L. V. de Sousa, Orrana, M. V. Magalhaes, Deborah, de A. Vieira, Pablo, Silva, Romuere

“…COVID-19 achieved the highest concentration of confirmed cases in the Americas with a significant impact in Latin America and the Caribbean region, where…”
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Combined Sustained Vowels Improve the Performance of the Haar Wavelet for Pathological Voice Characterization by Oliveira, Brigada F. C., Magalhaes, Deborah M. V., Ferreira, Daniel S., Medeiros, Fatima N. S.

“…This paper investigates the feasibility of combining sustained vowels for computer-based pathological voice characterization. Although recent work has shown…”
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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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Um método automático para rotulagem de documentos médicos e categorização by L. V. de Sousa, Orrana, M. V. Magalhães, Deborah, E. S. Campelo, Victor, R. V. e Silva, Romuere

“…A ampla adoção de sistemas para o gerenciamento e registro de documentos médicos (MD) têm gerado um grande volume de dados não estruturados. Tais dados…”
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