MIGUEL ANGEL
FERNANDEZ GRANERO
Profesor Ayudante Doctor
Hospital Universitario Puerta del Mar
Cádiz, EspañaPublicaciones en colaboración con investigadores/as de Hospital Universitario Puerta del Mar (17)
2020
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A Prototype of Intelligent Portable Oxygen Concentrator for Patients with COPD Under Oxygen Therapy
IFMBE Proceedings
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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
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A novel intelligent portable home oxygen therapy unit for patients with chronic respiratory failure
Rehabilitation and chronic care
2018
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An artificial intelligence approach to early predict symptom-based exacerbations of COPD
Biotechnology and Biotechnological Equipment, Vol. 32, Núm. 3, pp. 778-784
2017
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Automatic CDR Estimation for Early Glaucoma Diagnosis
Journal of Healthcare Engineering, Vol. 2017
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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
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Physiological closed-loop control in intelligent oxygen therapy: A review
Computer Methods and Programs in Biomedicine, Vol. 146, pp. 1339-1351
2016
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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
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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)
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Computerised analysis of telemonitored respiratory sounds for predicting acute exacerbations of COPD
Sensors (Switzerland), Vol. 15, Núm. 10, pp. 26978-26996
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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
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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
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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
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Automatic classification of respiratory sounds phenotypes in COPD exacerbations
IFMBE Proceedings
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Automatic prediction of chronic obstructive pulmonary disease exacerbations through home telemonitoring of symptoms
Bio-Medical Materials and Engineering
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Radial-Basis-Function based prediction of COPD exacerbations
IFMBE Proceedings
2013
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Computerized analysis of respiratory sounds during COPD exacerbations
Computers in Biology and Medicine, Vol. 43, Núm. 7, pp. 914-921