Search Results - "Arquez, Miguel"

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  1. 1

    Low-Dose radiation therapy for benign pathologies by Torres Royo, Laura, Antelo Redondo, Gabriela, Árquez Pianetta, Miguel, Arenas Prat, Meritxell

    “…Radiotherapy (RT) has always been a mainstay for malignant tumors therapy, but it is also used for benign pathology. The application of low or intermediate…”
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    Journal Article
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    Individualized 3D scanning and printing for non-melanoma skin cancer brachytherapy: a financial study for its integration into clinical workflow by Arenas, Meritxell, Sabater, Sebastià, Sintas, Andreu, Arguís, Monica, Hernández, Víctor, Árquez, Miguel, López, Iolanda, Rovirosa, Àngeles, Puig, Doménec

    Published in Journal of contemporary brachytherapy (01-06-2017)
    “…Skin cancer is the most common tumor in the population. There are different therapeutic modalities. Brachytherapy is one of the techniques used, in which it is…”
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    Journal Article
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    Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network by Singh, Vivek Kumar, Rashwan, Hatem A., Romani, Santiago, Akram, Farhan, Pandey, Nidhi, Sarker, Md. Mostafa Kamal, Saleh, Adel, Arenas, Meritxell, Arquez, Miguel, Puig, Domenec, Torrents-Barrena, Jordina

    Published in Expert systems with applications (01-01-2020)
    “…•A conditional generative adversarial network (cGAN) is proposed to segment the breast tumor.•A convolutional neural network (CNN) based shape classification…”
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    Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural Network by Singh, Vivek Kumar, Rashwan, Hatem A, Romani, Santiago, Akram, Farhan, Pandey, Nidhi, Sarker, Md. Mostafa Kamal, Saleh, Adel, Arenas, Meritexell, Arquez, Miguel, Puig, Domenec, Torrents-Barrena, Jordina

    Published 05-09-2018
    “…Mammogram inspection in search of breast tumors is a tough assignment that radiologists must carry out frequently. Therefore, image analysis methods are needed…”
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    Journal Article
  9. 9

    Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification by Singh, Vivek Kumar, Romani, Santiago, Rashwan, Hatem A, Akram, Farhan, Pandey, Nidhi, Sarker, Md. Mostafa Kamal, Barrena, Jordina Torrents, Abdulwahab, Saddam, Saleh, Adel, Arquez, Miguel, Arenas, Meritxell, Puig, Domenec

    Published 25-05-2018
    “…This paper proposes a novel approach based on conditional Generative Adversarial Networks (cGAN) for breast mass segmentation in mammography. We hypothesized…”
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    Journal Article