Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea

A. Tzavaras; B. Spyropoulos; P. R. Weller

doi:10.1109/BHI.2014.6864379

Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea

A. Tzavaras^*, B. Spyropoulos, P. R. Weller

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Continuous Positive Airway Pressure Support (CPAP) devices are commonly used in Home Care for treating patients with sleep breathing disorders. This paper presents a Clinical Decision Support (CDS) model for adult patients with Obstructive Sleep Apnea, advising manual titration of positive pressure support and Oxygen supply. The CDS collects data from wireless devices, namely Arterial Oxygen Saturation (SaO₂) and upper airway flow & pressure, and utilizes a Fuzzy logic (FL) algorithm for producing advice on the level of pressure support and oxygen supply according to patient's needs. CDS suggestion on pressure supply closely followed clinical guidelines (mean rmse 3.16 cm H₂O).

Original language	English (US)
Title of host publication	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
Publisher	IEEE Computer Society
Pages	367-370
Number of pages	4
ISBN (Print)	9781479921317
DOIs	https://doi.org/10.1109/BHI.2014.6864379
State	Published - Jan 1 2014
Event	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 - Valencia, Spain Duration: Jun 1 2014 → Jun 4 2014

Conference

Conference	2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014
Country/Territory	Spain
City	Valencia
Period	06/1/14 → 06/4/14

ASJC Scopus subject areas

Biomedical Engineering
Health Informatics

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10.1109/BHI.2014.6864379

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Tzavaras, A., Spyropoulos, B., & Weller, P. R. (2014). Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea. In 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014 (pp. 367-370). [6864379] IEEE Computer Society. https://doi.org/10.1109/BHI.2014.6864379

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title = "Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea",

abstract = "Continuous Positive Airway Pressure Support (CPAP) devices are commonly used in Home Care for treating patients with sleep breathing disorders. This paper presents a Clinical Decision Support (CDS) model for adult patients with Obstructive Sleep Apnea, advising manual titration of positive pressure support and Oxygen supply. The CDS collects data from wireless devices, namely Arterial Oxygen Saturation (SaO2) and upper airway flow & pressure, and utilizes a Fuzzy logic (FL) algorithm for producing advice on the level of pressure support and oxygen supply according to patient's needs. CDS suggestion on pressure supply closely followed clinical guidelines (mean rmse 3.16 cm H2O).",

author = "A. Tzavaras and B. Spyropoulos and Weller, {P. R.}",

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booktitle = "2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014",

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Tzavaras, A, Spyropoulos, B & Weller, PR 2014, Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea. in 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014., 6864379, IEEE Computer Society, pp. 367-370, 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014, Valencia, Spain, 06/1/14. https://doi.org/10.1109/BHI.2014.6864379

Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea. / Tzavaras, A.; Spyropoulos, B.; Weller, P. R.
2014 IEEE-EMBS International Conference on Biomedical and Health Informatics, BHI 2014. IEEE Computer Society, 2014. p. 367-370 6864379.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - Continuous Positive Airway Pressure Support (CPAP) devices are commonly used in Home Care for treating patients with sleep breathing disorders. This paper presents a Clinical Decision Support (CDS) model for adult patients with Obstructive Sleep Apnea, advising manual titration of positive pressure support and Oxygen supply. The CDS collects data from wireless devices, namely Arterial Oxygen Saturation (SaO2) and upper airway flow & pressure, and utilizes a Fuzzy logic (FL) algorithm for producing advice on the level of pressure support and oxygen supply according to patient's needs. CDS suggestion on pressure supply closely followed clinical guidelines (mean rmse 3.16 cm H2O).

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Fuzzy reasoning Clinical Decision Support for manual titration of Positive Airway Pressure Support and Oxygen supply in patients with Obstructive Sleep Apnea

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