Documentos de Kevin Barrera | REDI

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Publisher: "Computer Methods and Programs in Biomedicine"

Subtipo de publicación

Área temáticas

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Métodos informáticos especiales(1)

Área de conocimiento

Inteligencia artificial(1)

Laboratorio médico(1)

Objetivos de Desarrollo Sostenible

ODS 10: Reducción de las desigualdades(1)

ODS 3: Salud y bienestar(1)

ODS 9: Industria, innovación e infraestructura(1)

Año de Publicación

Origen

Palabras Claves

Blood cell automatic recognition(2)

Deep learning(2)

Generative Adversarial Networks(2)

convolutional neural networks(2)

Blood cell morphology(1)

Automatic generation of artificial images of leukocytes and leukemic cells using generative adversarial networks (syntheticcellgan)

Abstract: Background and objectives: Visual analysis of cell morphology has an important role in the diagnosis

Palabras claves:

Blood cell automatic recognition, Blood cell synthetic images, convolutional neural networks, Deep learning, Generative Adversarial Networks, Image generation

Kevin Barrera, Merino A., Molina A., Rodellar J.

Automatic normalized digital color staining in the recognition of abnormal blood cells using generative adversarial networks

Abstract: Background and Objectives: Combining knowledge of clinical pathologists and deep learning models is

Palabras claves:

Blood cell automatic recognition, Blood cell morphology, convolutional neural networks, Deep learning, Digital staining, Generative Adversarial Networks

Alférez S., Kevin Barrera, Merino A., Rodellar J.