Publications (24) MIGUEL ANGEL FERNANDEZ GRANERO publications

2020

  1. A Prototype of Intelligent Portable Oxygen Concentrator for Patients with COPD Under Oxygen Therapy

    IFMBE Proceedings

  2. Automatic segmentation of whole-slide H&E stained breast histopathology images using a deep convolutional neural network architecture

    Expert Systems with Applications, Vol. 151

2019

  1. A novel intelligent portable home oxygen therapy unit for patients with chronic respiratory failure

    Rehabilitation and chronic care

2018

  1. An artificial intelligence approach to early predict symptom-based exacerbations of COPD

    Biotechnology and Biotechnological Equipment, Vol. 32, Núm. 3, pp. 778-784

2017

  1. Automatic CDR Estimation for Early Glaucoma Diagnosis

    Journal of Healthcare Engineering, Vol. 2017

  2. Automatic recognition of daily physical activities for an intelligent-portable oxygen concentrator (iPOC)

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 212-221

  3. Automatic tool for optic disc and cup detection on retinal fundus images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 246-256

  4. Neuronal texture analysis in murine model of down’s syndrome

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Physiological closed-loop control in intelligent oxygen therapy: A review

    Computer Methods and Programs in Biomedicine, Vol. 146, pp. 1339-1351

2016

  1. Evaluación del nivel de gravedad de la retinopatía diabética mediante características visuales y deep learning

    CASEIB 2016 XXXIV Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas

  2. Use of predictive algorithms in-home monitoring of chronic obstructive pulmonary disease and asthma: A systematic review

    Chronic Respiratory Disease, Vol. 13, Núm. 3, pp. 264-283

2015

  1. A machine learning approach to prediction of exacerbations of chronic obstructive pulmonary disease

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Computerised analysis of telemonitored respiratory sounds for predicting acute exacerbations of COPD

    Sensors (Switzerland), Vol. 15, Núm. 10, pp. 26978-26996

  3. Detecting COPD exacerbations early using daily telemonitoring of symptoms and k-means clustering: a pilot study

    Medical and Biological Engineering and Computing, Vol. 53, Núm. 5, pp. 441-451

  4. Development and evaluation of an automated, home-based, electronic questionnaire for detecting COPD exacerbations

    Journal of Healthcare Engineering, Vol. 6, Núm. 4, pp. 705-716

  5. Dispositivo móvil para la predicción domiciliaria de exacerbaciones de EPOV

    I+S: Revista de la Sociedad Española de Informática y Salud, Núm. 110, pp. 27-31

2014

  1. Automatic classification of respiratory sounds phenotypes in COPD exacerbations

    IFMBE Proceedings

  2. Automatic prediction of chronic obstructive pulmonary disease exacerbations through home telemonitoring of symptoms

    Bio-Medical Materials and Engineering

  3. Radial-Basis-Function based prediction of COPD exacerbations

    IFMBE Proceedings

2013

  1. Computerized analysis of respiratory sounds during COPD exacerbations

    Computers in Biology and Medicine, Vol. 43, Núm. 7, pp. 914-921