Process and device for identifying the quality of mechanical patient-ventilator interaction based on recurrence quantification analysis and recurrence plots

Leonardo L. Portes (Inventor), Nadja Carvalho (Inventor), Luis Aguirre (Inventor), Alessandro Beda (Inventor), Lucinara Martins (Inventor)

Research output: Patent

Abstract

The present patent application describes methods and a device capable of identifying the quality of mechanical patient-ventilator interaction (PVI) based on recurrence quantification analysis (AQR) and recurrence graphs (GR). The proposed technology uses the signal representing the respiratory flow provided in mechanical ventilation equipment to form a time series of respiratory flow that contains the data necessary for the application of GRs and AQR techniques, which includes recurrence rate and airborne entropy calculations. shannon, resulting in a process that makes it possible to identify PVI quality and monitor mechanical ventilation performance. The technology identifies the quality of PVI by associating it with predefined clinical scenarios. The advance provided by technology is to identify the quality of PVI without the need for invasive techniques easily and quickly due to the data compression provided by the technique used (AQR / GR). The technology applies in the context of invasive mechanical ventilation in intensive care units and centers and in the medical-hospital equipment industry.
Translated title of the contributionProcess and device for identifying the quality of mechanical patient-ventilator interaction based on recurrence quantification analysis and recurrence plots
Original languagePortuguese
Patent numberBR 10 2017 027163 3
Filing date15/12/17
Publication statusSubmitted - 15 Dec 2017

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Intensive care units
Data compression
Time series
Entropy
Artificial Respiration
Industry

Cite this

Portes, L. L., Carvalho, N., Aguirre, L., Beda, A., & Martins, L. (2017). Processo e dispositivo para identificação da qualidade da interação paciente-ventilador mecânico baseados na análise de quantificação de recorrência e em gráficos de recorrência. Manuscript submitted for publication. (Patent No. BR 10 2017 027163 3). Instituto Nacional da Propriedade Industrial.
Portes, Leonardo L. (Inventor) ; Carvalho, Nadja (Inventor) ; Aguirre, Luis (Inventor) ; Beda, Alessandro (Inventor) ; Martins, Lucinara (Inventor). / Processo e dispositivo para identificação da qualidade da interação paciente-ventilador mecânico baseados na análise de quantificação de recorrência e em gráficos de recorrência. Instituto Nacional da Propriedade Industrial. Patent No.: BR 10 2017 027163 3. Dec 15, 2017.
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abstract = "The present patent application describes methods and a device capable of identifying the quality of mechanical patient-ventilator interaction (PVI) based on recurrence quantification analysis (AQR) and recurrence graphs (GR). The proposed technology uses the signal representing the respiratory flow provided in mechanical ventilation equipment to form a time series of respiratory flow that contains the data necessary for the application of GRs and AQR techniques, which includes recurrence rate and airborne entropy calculations. shannon, resulting in a process that makes it possible to identify PVI quality and monitor mechanical ventilation performance. The technology identifies the quality of PVI by associating it with predefined clinical scenarios. The advance provided by technology is to identify the quality of PVI without the need for invasive techniques easily and quickly due to the data compression provided by the technique used (AQR / GR). The technology applies in the context of invasive mechanical ventilation in intensive care units and centers and in the medical-hospital equipment industry.",
author = "Portes, {Leonardo L.} and Nadja Carvalho and Luis Aguirre and Alessandro Beda and Lucinara Martins",
year = "2017",
month = "12",
day = "15",
language = "Portuguese",
publisher = "Instituto Nacional da Propriedade Industrial",
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Processo e dispositivo para identificação da qualidade da interação paciente-ventilador mecânico baseados na análise de quantificação de recorrência e em gráficos de recorrência. / Portes, Leonardo L. (Inventor); Carvalho, Nadja (Inventor); Aguirre, Luis (Inventor); Beda, Alessandro (Inventor); Martins, Lucinara (Inventor).

Instituto Nacional da Propriedade Industrial. Patent No.: BR 10 2017 027163 3. Dec 15, 2017.

Research output: Patent

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N2 - The present patent application describes methods and a device capable of identifying the quality of mechanical patient-ventilator interaction (PVI) based on recurrence quantification analysis (AQR) and recurrence graphs (GR). The proposed technology uses the signal representing the respiratory flow provided in mechanical ventilation equipment to form a time series of respiratory flow that contains the data necessary for the application of GRs and AQR techniques, which includes recurrence rate and airborne entropy calculations. shannon, resulting in a process that makes it possible to identify PVI quality and monitor mechanical ventilation performance. The technology identifies the quality of PVI by associating it with predefined clinical scenarios. The advance provided by technology is to identify the quality of PVI without the need for invasive techniques easily and quickly due to the data compression provided by the technique used (AQR / GR). The technology applies in the context of invasive mechanical ventilation in intensive care units and centers and in the medical-hospital equipment industry.

AB - The present patent application describes methods and a device capable of identifying the quality of mechanical patient-ventilator interaction (PVI) based on recurrence quantification analysis (AQR) and recurrence graphs (GR). The proposed technology uses the signal representing the respiratory flow provided in mechanical ventilation equipment to form a time series of respiratory flow that contains the data necessary for the application of GRs and AQR techniques, which includes recurrence rate and airborne entropy calculations. shannon, resulting in a process that makes it possible to identify PVI quality and monitor mechanical ventilation performance. The technology identifies the quality of PVI by associating it with predefined clinical scenarios. The advance provided by technology is to identify the quality of PVI without the need for invasive techniques easily and quickly due to the data compression provided by the technique used (AQR / GR). The technology applies in the context of invasive mechanical ventilation in intensive care units and centers and in the medical-hospital equipment industry.

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