Publikationen, an denen er mitarbeitet Daniel Esteban Sierra Sosa (21)

2023

  1. Hybrid Classical–Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays

    Journal of Imaging, Vol. 9, Núm. 7

2022

  1. Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review

    IEEE Access, Vol. 10, pp. 80463-80484

  2. Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset

    IEEE Access, Vol. 10, pp. 3705-3715

2021

  1. Deep learning models for colorectal polyps

    Information (Switzerland), Vol. 12, Núm. 6

  2. Diabetes Type 2: Poincaré data preprocessing for quantum machine learning

    Computers, Materials and Continua, Vol. 67, Núm. 2, pp. 1849-1861

  3. Exploiting deep learning techniques for colon polyp segmentation

    Computers, Materials and Continua, Vol. 67, Núm. 2, pp. 1629-1644

2020

  1. Kudo's classification for colon polyps assessment using a deep learning approach

    Applied Sciences (Switzerland), Vol. 10, Núm. 2

2019

  1. Colon Polyp Segmentation Using Texture Analysis

    2018 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018

  2. Detection of volatile compounds emitted by bacteria in wounds using gas sensors

    Sensors (Switzerland), Vol. 19, Núm. 7

  3. Morphological Analysis of Pressure Injury Images

    2018 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2018

  4. Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUS

    IEEE Transactions on Industrial Informatics, Vol. 15, Núm. 10, pp. 5682-5689

2018

  1. Automatized colon polyp segmentation via contour region analysis

    Computers in Biology and Medicine, Vol. 100, pp. 152-164

  2. Colon Polyp Segmentation using Texture Analysis

    2018 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT)

  3. Efficient use of mobile devices for quantification of pressure injury images

    Technology and Health Care

  4. Morphological Analysis of Pressure Injury Images

    2018 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT)

  5. Tissue classification and segmentation of pressure injuries using convolutional neural networks

    Computer Methods and Programs in Biomedicine, Vol. 159, pp. 51-58

2017

  1. Automatic colon polyp detection using Convolutional Encoder-Decoder model

    2017 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT)

  2. Automatic colon polyp detection using Convolutional encoder-decoder model

    2017 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2017

  3. Pressure ulcer image segmentation technique through synthetic frequencies generation and contrast variation using toroidal geometry

    BioMedical Engineering Online, Vol. 16, Núm. 1

  4. Simulation and Development of a System for the Analysis of Pressure Ulcers

    2017 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT)