Now showing items 1-20 of 21

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      A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring 

      Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Tapiador Morales, Ricardo; Jiménez Fernández, Ángel Francisco; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Along with the proliferation of mobile devices and wireless signal coverage, IoT devices, such as smart wristbands for ...
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      An Automated Fall Detection System Using Recurrent Neural Networks 

      Luna Perejón, Francisco; Civit Masot, Javier; Amaya Rodríguez, Isabel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Civit Balcells, Antón; Linares Barranco, Alejandro (Springer, 2019)
      Falls are the most common cause of fatal injuries in elderly people, causing even death if there is no immediate assistance. ...
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      Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Breast cancer is one of the most frequent causes of mortality in women. For the early detection of breast cancer, the ...
    • Chapter of Book
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      Clasificación de posturas mediante uso de redes neuronales y dispositivo IOT 

      Montes-Sánchez, Juan Manuel; Luna Perejón, Francisco; Durán López, Lourdes; Vázquez Baeza, Alberto; Beasley Bohórquez, Isabel; Sevillano Ramos, José Luis (3ciencias, 2022-02)
      El tiempo que la población pasa sentada ha aumentado en las últimas décadas debido al incremento del uso del ordenador ...
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      Clasificación de tumores en cáncer de mama basado en redes neuronales de convolución 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
      El cáncer de mama es una de las causas más frecuentes de mortalidad en las mujeres. Con la llegada de los sistemas ...
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      COVID-XNet: a custom Deep Learning system to diagnose and locate COVID-19 in chest X-ray images 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Corral Jaime, Jesús; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2020-08)
      The COVID-19 pandemic caused by the new coronavirus SARS-CoV-2 has changed the world as we know it. An early diagnosis is ...
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      Deep learning as a tool for improving efficiency the of glial tumor diagnosis 

      Amaya Rodríguez, Isabel; Durán López, Lourdes; Civit Masot, Javier; Luna Perejón, Francisco; Civit Balcells, Antón; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
      La aplicación de técnicas basadas en Inteligencia Artificial como apoyo a la detección y diagnosis de cáncer mediante ...
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      Deep learning glaucoma diagnosis aid 

      Civit Masot, Javier; Amaya Rodríguez, Isabel; Luna Perejón, Francisco; Durán López, Lourdes; Civit Balcells, Antón; Linares Barranco, Alejandro; Vicente Díaz, Saturnino (3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
      El glaucoma es una de las principales causas de ceguera. Cambia la morfología del nervio óptico. La copa es la región ...
    • Chapter of Book
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      Diseño, desarrollo y testeo de copa menstrual inteligente con reconocimiento de posición y aviso de llenado 

      Barrios Jiménez, Julia; Durán López, Lourdes; Escobar Linero, Elena; Miró Amarante, María Lourdes; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
      Existen diversos trastornos asociados a la menstruación que provocan anomalías en el ciclo, como el síndrome de ovario ...
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      Efficient Memory Organization for DNN Hardware Accelerator Implementation on PSoC 

      Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Piñero-Fuentes, Enrique; Durán López, Lourdes; Tapiador Morales, Ricardo; Domínguez Morales, Manuel Jesús (MDPI, 2021-01)
      The use of deep learning solutions in different disciplines is increasing and their algorithms are computationally expensive ...
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      Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS 

      Domínguez Morales, Manuel Jesús; Jiménez Fernández, Ángel Francisco; Cerezuela Escudero, Elena; Luna Perejón, Francisco; Durán López, Lourdes; Linares Barranco, Alejandro (3ciencias. Editorial Área de Innovación y Desarrollo,S.L., 2018)
      La estimación de distancias es uno de los objetivos más importantes en todo sistema de visión artificial. Para poder ...
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      Exoesqueleto para rehabilitación de miembro superior 

      Vecino Torres, Rocío; Durán López, Lourdes; Gutiérrez Galán, Daniel; Domínguez Morales, Juan Pedro; Domínguez Morales, Manuel Jesús (3ciencias, 2022-02-03)
      Múltiples lesiones neurológicas, como los Accidentes Cardíacos Vasculares (ACV), provocan una degeneración y/o atrofia de ...
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      Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI 

      Amaya Rodríguez, Isabel; Durán López, Lourdes; Luna Perejón, Francisco; Civit Masot, Javier; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Civit Balcells, Antón; Cascado Caballero, Daniel; Linares Barranco, Alejandro (ScitePress Digital Library, 2019)
      Glioma is a type of brain tumor that causes mortality in many cases. Early diagnosis is an important factor. Typically, ...
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      Implementing a Distance Estimator for a Wildlife Tracking System Based on 802.15.4 

      Cascado Caballero, Daniel; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Gutiérrez Galán, Daniel; Amaya Rodríguez, Claudio Antonio; Domínguez Morales, Manuel Jesús (MDPI, 2019)
      In this work, a novel distance estimation mechanism using received signal strength indication (RSSI) signals with ZigBee ...
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      IoT Device for Sitting Posture Classification Using Artificial Neural Networks 

      Luna Perejón, Francisco; Montes-Sánchez, Juan Manuel; Durán López, Lourdes; Vázquez Baeza, Alberto; Beasley Bohórquez, Isabel; Sevillano Ramos, José Luis (MDPI, 2021)
      Nowadays, the percentage of time that the population spends sitting has increased substantially due to the use of computers ...
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      Multi-dataset Training for Medical Image Segmentation as a Service 

      Civit Masot, Javier; Luna Perejón, Francisco; Durán López, Lourdes; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón (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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      Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model’s Complexity on Its Processing Speed 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Ríos Navarro, José Antonio; Gutiérrez Galán, Daniel; Jiménez Fernández, Ángel Francisco; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (MDPI, 2021-01)
      Prostate cancer (PCa) is the second most frequently diagnosed cancer among men worldwide, with almost 1.3 million new cases ...
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      Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network 

      Durán López, Lourdes; Luna Perejón, Francisco; Amaya Rodríguez, Isabel; Civit Masot, Javier; Civit Balcells, Antón; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (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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      PROMETEO: A CNN-based computer-aided diagnosis system for WSI prostate cancer detection 

      Durán López, Lourdes; Domínguez Morales, Juan Pedro; Conde Martín, A.F.; Vicente Díaz, Saturnino; Linares Barranco, Alejandro (IEEE Computer Society, 2020)
      Prostate cancer is currently one of the most commonly-diagnosed types of cancer among males. Although its death rate has ...
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      Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices 

      Luna Perejón, Francisco; Civit Masot, Javier; Muñoz Saavedra, Luis; Durán López, Lourdes; Amaya Rodríguez, Isabel; Domínguez Morales, Juan Pedro; Vicente Díaz, Saturnino; Linares Barranco, Alejandro; Civit Balcells, Antón; Domínguez Morales, Manuel Jesús (ScitePress Digital Library, 2019)
      Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ...