Search Results - "Melo, Pedro L"
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1
Technical standards for respiratory oscillometry
Published in The European respiratory journal (01-02-2020)“…Oscillometry (also known as the forced oscillation technique) measures the mechanical properties of the respiratory system (upper and intrathoracic airways,…”
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Clinical significance and applications of oscillometry
Published in European respiratory review (31-03-2022)“…Recently, "Technical standards for respiratory oscillometry" was published, which reviewed the physiological basis of oscillometric measures and detailed the…”
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Diagnosis of Respiratory Changes in Cystic Fibrosis Using a Soft Voting Ensemble with Bayesian Networks and Machine Learning Algorithms
Published in Journal of medical and biological engineering (01-02-2023)“…Purpose Advances in the treatment of cystic fibrosis (CF) have allowed patients to reach adulthood. The forced oscillation technique (FOT) is a new method for…”
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Machine learning associated with respiratory oscillometry: a computer-aided diagnosis system for the detection of respiratory abnormalities in systemic sclerosis
Published in Biomedical engineering online (25-03-2021)“…The use of machine learning (ML) methods would improve the diagnosis of respiratory changes in systemic sclerosis (SSc). This paper evaluates the performance…”
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5
Airflow pattern complexity and airway obstruction in asthma
Published in Journal of applied physiology (1985) (01-08-2011)“…The scientific and clinical value of a measure of complexity is potentially enormous because complexity appears to be lost in the presence of illness. The…”
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Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease
Published in Computer methods and programs in biomedicine (01-03-2012)“…Abstract The purpose of this study is to develop a clinical decision support system based on machine learning (ML) algorithms to help the diagnostic of chronic…”
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7
Detection of changes in respiratory mechanics due to increasing degrees of airway obstruction in asthma by the forced oscillation technique
Published in Respiratory medicine (01-12-2006)“…Forced expiratory airflows and volumes are often used to assess the airway obstruction in asthmatics. However, forced maneuvers may change bronchial tone and…”
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Entropy Analysis for the Evaluation of Respiratory Changes Due to Asbestos Exposure and Associated Smoking
Published in Entropy (Basel, Switzerland) (27-02-2019)“…Breathing is a complex rhythmic motor act, which is created by integrating different inputs to the respiratory centres. Analysing nonlinear fluctuations in…”
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Evaluating the forced oscillation technique in the detection of early smoking-induced respiratory changes
Published in Biomedical engineering online (25-09-2009)“…Early detection of the effects of smoking is of the utmost importance in the prevention of chronic obstructive pulmonary disease (COPD). The forced oscillation…”
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A telemedicine instrument for remote evaluation of tremor: design and initial applications in fatigue and patients with Parkinson's disease
Published in Biomedical engineering online (09-02-2011)“…A novel system that combines a compact mobile instrument and Internet communications is presented in this paper for remote evaluation of tremors. The system…”
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11
Differential diagnosis of asthma and restrictive respiratory diseases by combining forced oscillation measurements, machine learning and neuro-fuzzy classifiers
Published in Medical & biological engineering & computing (01-10-2020)“…To design machine learning classifiers to facilitate the clinical use and increase the accuracy of the forced oscillation technique (FOT) in the differential…”
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Determining airflow obstruction from tracheal sound analysis: simulated tests and evaluations in patients with acromegaly
Published in Medical & biological engineering & computing (01-07-2022)“…To evaluate the ability of tracheal sound analysis (TSA) to detect airflow obstruction, particularly in patients with acromegaly. A simulated analysis compared…”
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Association of respiratory integer and fractional-order models with structural abnormalities in silicosis
Published in Computer methods and programs in biomedicine (01-04-2019)“…•We evaluated the associations of integer (InOr) and fractional-order (FrOr) models with anatomical changes in silicosis.•Clear associations were observed…”
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14
High-accuracy Detection of Airway Obstruction in Asthma Using Machine Learning Algorithms and Forced Oscillation Measurements
Published in Computer methods and programs in biomedicine (01-06-2017)“…Highlights • Our aim was to develop automatic classifiers to simplify the clinical use and to increase the accuracy of the forced oscillation technique (FOT)…”
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Forced oscillation, integer and fractional-order modeling in asthma
Published in Computer methods and programs in biomedicine (01-05-2016)“…Abstract The purpose of this study was to evaluate the use of fractional-order (FrOr) modeling in asthma. To this end, three FrOr models were compared with…”
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Machine learning algorithms and forced oscillation measurements to categorise the airway obstruction severity in chronic obstructive pulmonary disease
Published in Computer methods and programs in biomedicine (01-02-2015)“…Highlights • Our aim was to develop automatic classifiers to help the categorisation of airway obstruction level in patients with chronic obstructive pulmonary…”
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Forced oscillations and respiratory system modeling in adults with cystic fibrosis
Published in Biomedical engineering online (13-02-2015)“…The Forced Oscillation Technique (FOT) has the potential to increase our knowledge about the biomechanical changes that occur in Cystic Fibrosis (CF). Thus,…”
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CT pulmonary densitovolumetry in patients with acromegaly: a comparison between active disease and controlled disease
Published in British journal of radiology (01-10-2015)“…Our purpose was to compare the findings of CT pulmonary densitovolumetry and pulmonary function in patients with active acromegaly and controlled acromegaly…”
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The Role of Multidetector Computed Tomography and the Forced Oscillation Technique in Assessing Lung Damage in Adults With Cystic Fibrosis
Published in Respiratory care (01-04-2018)“…With increased survival rates and the consequent emergence of an adult population with cystic fibrosis (CF), developing novel tools for periodic evaluations of…”
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REGIONAL DEVELOPMENT AND INSTITUTIONAL ENVIRONMENT: REGIONAL EXPANSION OF FRANCHISE CHAINS IN BRAZIL
Published in Revista de administração Mackenzie (01-01-2020)“…Objetivo: O artigo tem como objetivo analisar a atratividade dos mercados do interior do Brasil para as redes de franquias, considerando as características do…”
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