Search Results - "Claro, Maila"

Assessing the impact of data augmentation and a combination of CNNs on leukemia classification by Claro, Maíla L., Veras, Rodrigo de M.S., Santana, Andre M., Vogado, Luis Henrique S., Braz Junior, Geraldo, Medeiros, Fatima N.S. de, Tavares, João Manuel R.S.

“…•Deep learning for detecting types of leukemia in blood smear images.•Seven CNNs were applied in five scenarios for different types of leukemia.•Data…”
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An hybrid feature space from texture information and transfer learning for glaucoma classification by Claro, Maíla, Veras, Rodrigo, Santana, André, Araújo, Flávio, Silva, Romuere, Almeida, João, Leite, Daniel

“…•A complete methodology for glaucoma detection based on estate-of-the-art approaches.•Combining texture with deep learning features for better image…”
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ABCD rule and pre-trained CNNs for melanoma diagnosis by Moura, Nayara, Veras, Rodrigo, Aires, Kelson, Machado, Vinícius, Silva, Romuere, Araújo, Flávio, Claro, Maíla

“…Skin cancer is the most common type of cancer and represents more than half of cancer diagnoses. Melanoma is the least frequent among skin cancers, but it is…”
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Automatic Glaucoma Detection Based on Optic Disc Segmentation and Texture Feature Extraction by Claro, Maíla De Lima, Santos, Leonardo De Moura, Lima e Silva, Wallinson, De Araújo, Flávio Henrique Duarte, De Moura, Nayara Holanda, Santana, André Macedo

“…The use of digital image processing techniques is prominent in medical settings for the automatic diagnosis of diseases. Glaucoma is the second leading cause…”
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Combining ABCD Rule, Texture Features and Transfer Learning in Automatic Diagnosis of Melanoma by Moura, Nayara, Veras, Rodrigo, Aires, Kelson, Machado, Vinicius, Silva, Romuere, Araujo, Flavio, Claro, Maila

“…Melanoma is a malignant skin lesion, and it is currently among the most dangerous existing cancers. However, early diagnosis of this disease gives the patient…”
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Convolution Neural Network Models for Acute Leukemia Diagnosis by Claro, Maila, Vogado, Luis, Veras, Rodrigo, Santana, Andre, Tavares, Joao, Santos, Justino, Machado, Vinicius

“…Acute leukemia is a cancer-related to a bone marrow abnormality. It is more common in children and young adults. This type of leukemia generates unusual cell…”
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Métodos computacionais para segmentação do disco óptico em imagens de retina: uma revisão by Claro, Maíla Lima, Veras, Rodrigo, Santos, Luís, Frazão, Marcos, Carvalho Filho, Antonio, Leite, Daniel

“…A utilização de técnicas de processamento digital de imagens (PDI) é destaque no cenário médico para o diagnóstico automático de patologias. Na área…”
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A Skin Lesion Semi-supervised Segmentation Method by Santos, Elineide, Veras, Rodrigo, Miguel, Helano, Aires, Kelson, Claro, Maila Lima, Junior, Geraldo Braz

“…The skin is an essential system for the human body, also the most susceptible to diseases. The diagnosis of these diseases is made mainly through dermatoscopy…”
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