Listar por autor "Civit Masot, Javier"
Mostrando ítems 21-35 de 35
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Ponencia
Incremental Learning For Fundus Image Segmentation
(IARIA XPS Press, 2020-03-22)Automated Fundus image segmentation is tradition-ally done in the image acquisition instrument and, thus, in thiscase it ...
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Ponencia
Localización e identificación automática de pólipos mediante una red neuronal convolucional por regiones
(3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)Este trabajo expone la metodología llevada a cabo para la aplicación de un modelo Deep Learning con el fin de detectar ...
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Ponencia
Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
(IARIA XPS Press, 2020-03-22)Accidental falls are one of the most common causes of premature disability and mortality related to unnatural causes. This ...
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Artículo
Modelling side to side intestinal anastomosis
(Springer, 2017)Side-to-side intestinal anastomosis is a surgical procedure where an incision is performed between two parallel segments ...
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Ponencia
Multi-dataset Training for Medical Image Segmentation as a Service
(ScitePress Digital Library, 2019)Deep Learning tools are widely used for medical image segmentation. The results produced by these techniques depend to a ...
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Ponencia
Multidataset Incremental Training for Optic Disc Segmentation
(Springer, 2020)When convolutional neural networks are applied to image segmentation results depend greatly on the data sets used to train ...
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Artículo
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
(Elsevier, 2022-11)Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ...
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Capítulo de Libro
Perspective Chapter: Internet of Things in Healthcare: New Trends, Challenges and Hurdles
(IntechOpen, 2022-08)Applied to health field, Internet of Things (IoT) systems provides continuous and ubiquitous monitoring and assistance, ...
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Ponencia
Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network
(ScitePress Digital Library, 2019)Colorectal cancer is the third most frequently diagnosed malignancy in the world. To prevent this disease, polyps, the ...
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Capítulo de Libro
ResNet
(Springer, 2021)In this chapter, all groups have used Residual Network (ResNet) (He et al. 2016) as part of different architectures with ...
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Ponencia
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019)Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...
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Ponencia
Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados
(3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)El proyecto SmokeFreeBrain estudia la efectividad de una variedad de intervenciones con el objetivo de dejar de fumar ...
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Capítulo de Libro
Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales
(3ciencias, 2022-02-03)Los sistemas de ayuda a la conducción han experimentado un gran auge en los últimos años, convirtiéndose en un punto ...
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Capítulo de Libro
Sistema lumínico para la medición de la reacción motora
(3ciencias, 2022-02-03)El mundo del deporte ha sufrido un gran cambio, llevando al extremo las exigencias físicas de los deportistas. Uno de los ...
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Artículo
TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation
(IEEE Computer Society, 2019)Medical images from different clinics are acquired with different instruments and settings. To perform segmentation on ...