Publications in collaboration with researchers from University of Louisville (29)

2022

  1. An integrated framework for breast mass classification and diagnosis using stacked ensemble of residual neural networks

    Scientific Reports, Vol. 12, Núm. 1

  2. Early detection and classification of abnormality in prior mammograms using image-to-image translation and YOLO techniques

    Computer Methods and Programs in Biomedicine, Vol. 221

2021

  1. Breast lesions detection and classification via YOLO-based fusion models

    Computers, Materials and Continua, Vol. 69, Núm. 1, pp. 1407-1425

  2. Connected-UNets: a deep learning architecture for breast mass segmentation

    npj Breast Cancer, Vol. 7, Núm. 1

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

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

  4. Exploiting deep learning techniques for colon polyp segmentation

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

2020

  1. Ensemble deep learning models for heart disease classification: A case study from Mexico

    Information (Switzerland), Vol. 11, Núm. 4

  2. Integrating 3D model representation for an accurate non-invasive assessment of pressure injuries with deep learning

    Sensors (Switzerland), Vol. 20, Núm. 10

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

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

  4. Machine learning applied to diabetes dataset using Quantum versus Classical computation

    2020 IEEE International Symposium on Signal Processing and Information Technology, ISSPIT 2020

  5. Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods

    Artificial Intelligence in Medicine, Vol. 102

2019

  1. Annotation Technique for Health-Related Tweets Sentiment Analysis

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

  2. Colon Polyp Segmentation Using Texture Analysis

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

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

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

  4. Morphological Analysis of Pressure Injury Images

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

  5. 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. An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network

    Proceedings - International Conference on Pattern Recognition

  2. Automatized colon polyp segmentation via contour region analysis

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

  3. Classification of pressure ulcer tissues with 3D convolutional neural network

    Medical and Biological Engineering and Computing, Vol. 56, Núm. 12, pp. 2245-2258

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

    Technology and Health Care