CN105854142A - 一种基于反向传播算法的呼吸机治疗压力稳定方法 - Google Patents
一种基于反向传播算法的呼吸机治疗压力稳定方法 Download PDFInfo
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- CN105854142A CN105854142A CN201610303908.9A CN201610303908A CN105854142A CN 105854142 A CN105854142 A CN 105854142A CN 201610303908 A CN201610303908 A CN 201610303908A CN 105854142 A CN105854142 A CN 105854142A
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- 238000004422 calculation algorithm Methods 0.000 title claims abstract description 30
- 238000000034 method Methods 0.000 title claims abstract description 29
- 230000000087 stabilizing effect Effects 0.000 title abstract 2
- 210000004072 lung Anatomy 0.000 claims description 50
- 230000029058 respiratory gaseous exchange Effects 0.000 claims description 50
- 230000001225 therapeutic effect Effects 0.000 claims description 34
- 238000005070 sampling Methods 0.000 claims description 6
- 238000006467 substitution reaction Methods 0.000 claims description 6
- 230000002159 abnormal effect Effects 0.000 claims description 3
- 238000004088 simulation Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 claims description 2
- 230000000241 respiratory effect Effects 0.000 claims 1
- 230000000694 effects Effects 0.000 abstract description 9
- 230000003068 static effect Effects 0.000 abstract description 3
- 230000004044 response Effects 0.000 description 5
- 101150085390 RPM1 gene Proteins 0.000 description 3
- 101100361283 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) RPM2 gene Proteins 0.000 description 3
- 235000013399 edible fruits Nutrition 0.000 description 2
- 238000002560 therapeutic procedure Methods 0.000 description 2
- 230000003321 amplification Effects 0.000 description 1
- 238000000205 computational method Methods 0.000 description 1
- 230000007423 decrease Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000003199 nucleic acid amplification method Methods 0.000 description 1
- 201000002859 sleep apnea Diseases 0.000 description 1
- 238000013022 venting Methods 0.000 description 1
Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; Tracheal tubes
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; Tracheal tubes
- A61M16/0003—Accessories therefor, e.g. sensors, vibrators, negative pressure
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D16/00—Control of fluid pressure
- G05D16/02—Modifications to reduce the effects of instability, e.g. due to vibrations, friction, abnormal temperature, overloading or imbalance
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; Tracheal tubes
- A61M16/0003—Accessories therefor, e.g. sensors, vibrators, negative pressure
- A61M2016/0027—Accessories therefor, e.g. sensors, vibrators, negative pressure pressure meter
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61M—DEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
- A61M16/00—Devices for influencing the respiratory system of patients by gas treatment, e.g. mouth-to-mouth respiration; Tracheal tubes
- A61M16/0003—Accessories therefor, e.g. sensors, vibrators, negative pressure
- A61M2016/003—Accessories therefor, e.g. sensors, vibrators, negative pressure with a flowmeter
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- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Public Health (AREA)
- Anesthesiology (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Hematology (AREA)
- Emergency Medicine (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Pulmonology (AREA)
- Veterinary Medicine (AREA)
- Physics & Mathematics (AREA)
- Fluid Mechanics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Percussion Or Vibration Massage (AREA)
- Respiratory Apparatuses And Protective Means (AREA)
Abstract
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Priority Applications (1)
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CN201610303908.9A CN105854142B (zh) | 2016-05-10 | 2016-05-10 | 一种基于反向传播算法的呼吸机治疗压力稳定方法 |
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CN201610303908.9A CN105854142B (zh) | 2016-05-10 | 2016-05-10 | 一种基于反向传播算法的呼吸机治疗压力稳定方法 |
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CN105854142A true CN105854142A (zh) | 2016-08-17 |
CN105854142B CN105854142B (zh) | 2018-08-31 |
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CN201610303908.9A Active CN105854142B (zh) | 2016-05-10 | 2016-05-10 | 一种基于反向传播算法的呼吸机治疗压力稳定方法 |
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Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107679624A (zh) * | 2017-10-24 | 2018-02-09 | 苏州妙文信息科技有限公司 | 基于bp算法的呼吸机压力稳定方法 |
CN108619597A (zh) * | 2017-03-17 | 2018-10-09 | 深圳市大雅医疗技术有限公司 | 一种呼吸机流道的压力补偿方法 |
WO2020083350A1 (zh) * | 2018-10-26 | 2020-04-30 | 北京怡和嘉业医疗科技股份有限公司 | 一种通气治疗设备及通气治疗设备的控制方法 |
WO2020083351A1 (zh) * | 2018-10-26 | 2020-04-30 | 北京怡和嘉业医疗科技股份有限公司 | 一种通气治疗设备及控制方法 |
CN114235302A (zh) * | 2021-11-16 | 2022-03-25 | 北京谊安医疗系统股份有限公司 | 一种通气回路泄露量的检测方法 |
Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2008022337A2 (en) * | 2006-08-17 | 2008-02-21 | The Research Foundation Of State University Of New York | Predicting continuous positive airway pressure titration using an artificial neural network |
CN101132825A (zh) * | 2005-03-04 | 2008-02-27 | Map医药-技术有限责任公司 | 一种呼吸气体管理设备以及调节至少在某些阶段交变的呼吸气体压力的方法 |
CN101284156A (zh) * | 2008-06-02 | 2008-10-15 | 西安电子科技大学 | 注意缺陷障碍症的个性化矫治方法及装置 |
CN101500633A (zh) * | 2006-06-05 | 2009-08-05 | 佛罗里达大学研究基金公司 | 呼吸器监控系统和使用同样系统的方法 |
US20090272382A1 (en) * | 2002-08-30 | 2009-11-05 | Euliano Neil R | Method and Apparatus for Predicting Work of Breathing |
CN105078462A (zh) * | 2015-05-27 | 2015-11-25 | 深圳市科曼医疗设备有限公司 | 估算气阻和顺应性的方法和装置 |
CN105194776A (zh) * | 2015-08-28 | 2015-12-30 | 重庆工商职业学院 | 一种呼吸机气道压力控制方法 |
-
2016
- 2016-05-10 CN CN201610303908.9A patent/CN105854142B/zh active Active
Patent Citations (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20090272382A1 (en) * | 2002-08-30 | 2009-11-05 | Euliano Neil R | Method and Apparatus for Predicting Work of Breathing |
CN101132825A (zh) * | 2005-03-04 | 2008-02-27 | Map医药-技术有限责任公司 | 一种呼吸气体管理设备以及调节至少在某些阶段交变的呼吸气体压力的方法 |
CN101500633A (zh) * | 2006-06-05 | 2009-08-05 | 佛罗里达大学研究基金公司 | 呼吸器监控系统和使用同样系统的方法 |
WO2008022337A2 (en) * | 2006-08-17 | 2008-02-21 | The Research Foundation Of State University Of New York | Predicting continuous positive airway pressure titration using an artificial neural network |
CN101284156A (zh) * | 2008-06-02 | 2008-10-15 | 西安电子科技大学 | 注意缺陷障碍症的个性化矫治方法及装置 |
CN105078462A (zh) * | 2015-05-27 | 2015-11-25 | 深圳市科曼医疗设备有限公司 | 估算气阻和顺应性的方法和装置 |
CN105194776A (zh) * | 2015-08-28 | 2015-12-30 | 重庆工商职业学院 | 一种呼吸机气道压力控制方法 |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN108619597A (zh) * | 2017-03-17 | 2018-10-09 | 深圳市大雅医疗技术有限公司 | 一种呼吸机流道的压力补偿方法 |
CN108619597B (zh) * | 2017-03-17 | 2021-03-05 | 深圳市大雅医疗技术有限公司 | 一种呼吸机流道的压力补偿方法 |
CN107679624A (zh) * | 2017-10-24 | 2018-02-09 | 苏州妙文信息科技有限公司 | 基于bp算法的呼吸机压力稳定方法 |
WO2020083350A1 (zh) * | 2018-10-26 | 2020-04-30 | 北京怡和嘉业医疗科技股份有限公司 | 一种通气治疗设备及通气治疗设备的控制方法 |
WO2020083351A1 (zh) * | 2018-10-26 | 2020-04-30 | 北京怡和嘉业医疗科技股份有限公司 | 一种通气治疗设备及控制方法 |
CN112156297A (zh) * | 2018-10-26 | 2021-01-01 | 北京怡和嘉业医疗科技股份有限公司 | 一种通气治疗设备及控制方法 |
CN114235302A (zh) * | 2021-11-16 | 2022-03-25 | 北京谊安医疗系统股份有限公司 | 一种通气回路泄露量的检测方法 |
CN114235302B (zh) * | 2021-11-16 | 2024-02-06 | 北京谊安医疗系统股份有限公司 | 一种通气回路泄露量的检测方法 |
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Inventor after: Zhao Shuai Inventor after: You Jingliang Inventor after: Zheng Shaoming Inventor after: Pan Nengyu Inventor after: Hu Haixia Inventor before: Song Baotang Inventor before: Hu Haixia |
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Address after: 212300 Yunyang Industrial Park, Danyang City, Zhenjiang City, Jiangsu Province (south of Zhenxin Road) Patentee after: JIANGSU YUYUE MEDICAL EQUIPMENT& SUPPLY Co.,Ltd. Patentee after: SUZHOU YUWELL MEDICAL TECHNOLOGY Co.,Ltd. Patentee after: SUZHOU MEDICAL APPLIANCE FACTORY Patentee after: JIANGSU YUWELL INFORMATION SYSTEM Co.,Ltd. Address before: 215163 No.9, Jinfeng Road, science and Technology City, high tech Zone, Suzhou City, Jiangsu Province Patentee before: SUZHOU YUWELL MEDICAL TECHNOLOGY Co.,Ltd. Patentee before: SUZHOU MEDICAL APPLIANCE FACTORY Patentee before: JIANGSU YUYUE MEDICAL EQUIPMENT& SUPPLY Co.,Ltd. Patentee before: JIANGSU YUWELL INFORMATION SYSTEM Co.,Ltd. |