CN202723828U - Obstructive sleep apnea-hypopnea syndrome (OSAHS) patient primary screening system - Google Patents

Obstructive sleep apnea-hypopnea syndrome (OSAHS) patient primary screening system Download PDF

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CN202723828U
CN202723828U CN 201220016342 CN201220016342U CN202723828U CN 202723828 U CN202723828 U CN 202723828U CN 201220016342 CN201220016342 CN 201220016342 CN 201220016342 U CN201220016342 U CN 201220016342U CN 202723828 U CN202723828 U CN 202723828U
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osahs
screen system
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computer
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谢汝石
周亮
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Abstract

An obstructive sleep apnea-hypopnea syndrome (OSAHS) patient primary screening system comprises a one-chip microcomputer, a computer, an oro-nasal air-flow monitoring module, a thoracico-abdominal breathing movement monitoring module, and a blood oxygen and heart rate monitoring module. The oro-nasal air-flow monitoring module, the thoracico-abdominal breathing movement monitoring module, and the blood oxygen and heart rate monitoring module are connected with the one-chip microcomputer in a wired or wireless mode. The one-chip microcomputer is connected with the computer in a wired or wireless mode. According to the utility model, a sleep monitoring system is formed by the three core sleep monitoring modules, i.e., the oro-nasal air-flow monitoring module, the thoracico-abdominal breathing movement monitoring module, and the blood oxygen and heart rate monitoring module, and primarily screens out OSAHS patients from patients with sleep related breathing disorders. On one hand, relatively scientific monitoring data can be obtained while on the other hand, the number of sensors on the body of a patient is reduced as many as possible. In addition, the monitoring is performed when the patient is in a natural sleep state at home so that the obtained data is closer to the fact of sleep of the patient in daily life. Specifically, after the primary screening system provided by the utility model is provided with a video and audio module, breathing pause and suffocation symptoms of the patient during the sleep can be displayed in a more visual manner, thereby warning the patient to receive treatment in a sleep specialized hospital timely.

Description

A kind of obstructive sleep apnea low syndrome (OSAHS) patient is screen system just
Technical field
This utility model relates to a kind of obstructive sleep apnea low syndrome (OSAHS) patient just screen system, particularly a kind of equipment and method of OSAHS patient being carried out primary dcreening operation.
Background technology
The asphyxia that forms or the sleep disordered breathing disease of hypoventilation are subsided, blocked to obstructive sleep apnea low syndrome (Obstructive Sleep Apnea-Hypopnea Syndrome, OSAHS) because of the upper respiratory tract soft tissue when being a kind of the sleep.OSAHS is take asphyxia, hypoventilation, snoring etc. as Clinical symptoms, and long-term hypoventilation during because of sleep causes the diseases such as hypoxemia.Modern medicine study shows that OSAHS is the source property disease of the chronic diseases such as heart disease, hypertension, diabetes, and WHO of the United Nations lists it in one of major disease that threatens human health.The sickness rate of OSAHS carries out the goldstandard that sleep analysis monitor (Polysomnography, PSG) is diagnosis OSAHS to OSAHS patient at present up to the 6%-7% among the crowd.But need to paste tens electrodes to patient when PSG checks, not only medical personnel operate very complicatedly, and patient will bear expensive inspection fee.Patient's physiology, mental workload are larger in addition, and after whole body had been pasted tens electrodes, its sleep state also had obviously different from natural sleep state at home.Thereby many patients are unwilling to accept OSAHS and check.So, a kind of new OSAHS patient's primary dcreening operation instrument and method need to be provided, this instrument and method require the least possible interference OSAHS patient's natural sleep situation.Simultaneously, it detects data need have science and preciseness, and can strengthen the attitude that patient's science is treated the OSAHS disease.
Summary of the invention
This utility model provides a kind of Obstructive sleep apnea hypopnea syndrome primary dcreening operation system and method, the least possible interference OSAHS patient's natural sleep state, and the while can obtain to differentiate OSAHS patient's critical data.
According to the OSAHS diagnostic criteria of the international association that sleeps, apneic discriminating must meet following three conditions:
1. the air-flow amplitude reference amplitude of temperature sense reduces 〉=90%;
2. incident duration surpassed for 10 seconds;
3. at least 90% event conforms with air-flow amplitude minimizing standard.
According to the OSAHS diagnostic criteria of the international association that sleeps, the criterion of low ventilation must meet following four standards:
1. the air-flow amplitude of nasal pressure reduces 〉=30% than reference amplitude;
2. the air-flow amplitude reduces time remaining above 10 seconds;
3. blood oxygen saturation reduces 〉=4%;
4. at least 90% time conformed with air-flow amplitude minimizing standard.
According to the OSAHS diagnostic criteria of the international association that sleeps, OSAHS is divided into obstructive type, maincenter type, mixed type, and its basis for estimation is:
1. obstructive type: do not have during the mouth and nose air-flow in conjunction with aspiratory action lasting or that strengthen, be judged to be obstructive type OSAHS.
2. maincenter type: do not have during the mouth and nose air-flow in conjunction with the aspiratory action that lacks, be judged to be maincenter type OSAHS.
3. mixed type: do not have during the mouth and nose air-flow in conjunction with the shortage of part aspiratory action and the recovery of subsequent section aspiratory action, be judged to be mixed type OSAHS.
This utility model is achieved in that.
A kind of obstructive sleep apnea low syndrome (OSAHS) is screen system just, and described OSAHS just screen system contains: single-chip microcomputer 1, computer 2, mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5; Wherein, mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5 link together by wired or wireless mode with single-chip microcomputer 1; Single-chip microcomputer 1 links together by wired or wireless mode with computer 2.
Further, described OSAHS just screen system contains video/audio monitoring modular 6, and video/audio monitoring modular 6 links together by wired or wireless mode and computer 2.
Described video/audio monitoring modular 6 is video camera or the thermal cameras with low-light level imaging function.
Described video/audio monitoring modular 6 contains at least 1 video camera, can by different angles take the patient the sleep attitude and when sleep the mouth and nose place close-up shot.
The described OSAHS just computer 2 of screen system contains and can reset or the set of time module 21 of data record time of synchronization settings single-chip microcomputer 1 and video/audio monitoring modular 6.
The described OSAHS just computer 2 of screen system contains the image lock module 22 that can automatically regulate video camera and take continuously specify image, the close-up shot at mouth and nose place when image lock module 22 can guide the video camera track up specifically to sleep attitude and track up sleep.
The described OSAHS just computer 2 of screen system contains the alarm module 23 that can send alarm signal when monitor signal is unusual, when dropout or physiological signal are unusual, can remind family numbers of patients to go to check the connection of sensor or in time wakes the patient up.
The described OSAHS just single-chip microcomputer 1 of screen system contains data storage module 11, display module 12, instruction input module 13, time module 14, logic processing module 15, A/D modular converter 16, input port 17 and output port 18, battery module 19; The analogue signal that A/D modular converter 16 is collected sensor transfers digital signal input logic processing module 15 to; The signal of 15 pairs of inputs of logic processing module is processed, and deposits in the data storage module 11 on the one hand, on the other hand the Monitoring Data chart of intuitive display in display module 12; Instruction input module 13 can be inputted instruction, change surveillance map target type; It is synchronous that time module 14 can be accepted time setup parameter and 2 retention times of computer that computer 2 transmits; Input port 17 and output port 18 is used for and computer 2 and mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5 between exchanges data, battery module 19 provides power supply.
The input port 17 of described single-chip microcomputer 1 and output port 18 adopt wired connection or wireless connections.
Further, described wireless mode connection is to adopt the WiFi wireless local area network technology.
It is to adopt the GPRS/CDMA/3G radio network technique that described wireless mode connects.
The described OSAHS just computer 2 of screen system links together by the Internet and tele-medicine monitoring platform 7, or link together with the smart mobile phone 8 of appointment, medical personnel can be by tele-medicine monitoring platform 7 or smart mobile phone 8 immediate observation Monitoring Data, and medical treatment guidance is provided.
Described single-chip microcomputer 1 can be installed on the chest bandage 41 of monitoring the motion of breast abdominal respiration or on the abdominal part bandage 42.Link to each other with computer by the WiFi WLAN, greatly improved patient's comfort level.
Described single-chip microcomputer 1 can be installed on the vest 9, and vest 9 contains chest bandage 91 and the abdominal part bandage 92 that can monitor breast abdominal respiration motion, and can include in single-chip microcomputer 1 pocket 93, can fixedly mount the clip 94 of connecting line.Like this during patient-monitoring, with it only this vest 9 need being through, the mouth and nose pneumatic sensor is attached to the snout assigned address, blood oxygen heart rate sensor is clipped on the middle finger, and connecting line fixed at vest by clip 94, the single-chip microcomputer 1 of miniature sizes is contained in the pocket of vest, links to each other with computer by the WiFi WLAN, has greatly improved patient's comfort level.
In this utility model, the function of modules is as follows:
Described mouth and nose air-flow monitoring modular 3 is used for monitoring mouth and nose air-flow, usually adopts thermo-responsive mouth and nose pneumatic sensor.
Described breast abdominal respiration motion monitoring module 4 is used for the motion of monitoring breast abdominal respiration, usually adopts chest bandage and abdominal part bandage type sensor.
Described blood oxygen rhythm of the heart module 5 is used for monitoring blood oxygen saturation and heart rate.
Described video/audio monitoring modular 6 is used for monitoring and record sleep attitude, mouth and nose form, incidence motion and the sound of snoring.
Described data storage module 11 is for the storage of the various Monitoring Data that gather and the storage of various analysis results.
Described display module 12 is used for the demonstration of sleep monitor data.
Described instruction input module 13 is used for the operational order input.
Described time module 14 is used for set of time and the time synchronized that keeps each equipment.
Described logic processing module 15, the logical process function of completion system.
Described A/D modular converter 16 becomes digital signal with the sensor signal of simulating.
Described input port 17 accesses various signals, can adopt the interface of wired connection, also can be the interface of various wireless connections.
Described output port 18 is exported various signals, can adopt the interface of wired connection, also can be the interface of various wireless connections.
Described battery module 19 provides system required power supply.
Described set of time module 21, the setting that is used for the time is synchronous with the time.
Described image lock module 22 is used for the locking specific image, and this image of guiding camera to automatically track.
Described alarm module 23 is used for the dropout alarm, and the prompting medical personnel check the situation that is connected and fixed of sensor; Perhaps when the abnormal physiology signal occurring, give the alarm, in time wake the patient up.
Above-mentioned various module is already present product in the prior art, inventive point of the present utility model is the organic assembling of above-mentioned each module and use, a kind of OSAHS patient's first screen system and a kind of prescreening method are proposed, and do not lie in each module itself, so the structure of each module itself is repeated no more.
The operation principle of native system is as follows:
Through mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4 and blood oxygen rhythm of the heart module 5, the analog signal data that collects, the input port 17 by single-chip microcomputer 1 is input in the single-chip microcomputer 1.After the analog digital conversion of the analog signal data that collects through A/D modular converter 16, become digital signal.Logic processing module 15 is processed the above-mentioned data that collect, and shows with chart and digital form in display module 12; Simultaneously by output port 18, in wired or wireless mode, with above-mentioned transfer of data in computer 2.Computer 2 can be with behind the above-mentioned date processing,, perhaps above-mentioned data is sent on the family numbers of patients of appointment or medical personnel's the smart mobile phone 8 to the tele-medicine monitoring platform 7 of hospital by the Internet transmission.Medical personnel can be after the above-mentioned data of observational study with the related medical instruction feedback to computer 2 and single-chip microcomputer 1, computer 2 and single-chip microcomputer 1 can automatically perform the medical instruction that medical personnel send.
The sleep monitor system that this utility model forms by the monitoring of mouth and nose air-flow, breast abdominal respiration motion monitoring, these three groups of Core sleep monitoring modulars of blood oxygen rhythm of the heart, primary dcreening operation is out from sleep disordered breathing with obstructive sleep apnea low syndrome (OSAHS) patient, obtained on the one hand the comparatively Monitoring Data of science, reduced as far as possible on the other hand the quantity of patient's sensor with it, and can monitor under the natural sleep state in patient own home, the data that obtain more meet the sleep fact of patient's daily life.Particularly the OSAHS of this utility model is after just screen system is mixed the video/audio module, asphyxia and the symptom of feeling suffocated when displaying patient that more can image sleeps, and the caution patient in time treats to the section hospital that sleeps.
Description of drawings
Fig. 1 is the block diagram of system of this utility model.
Fig. 2 is the block diagram of system with the video/audio monitoring modular of this utility model.
Fig. 3 is the block diagram of system of the single-chip microcomputer of this utility model.
Fig. 4 is that the single-chip microcomputer of this utility model is installed in the structural representation on the abdominal part bandage.
Fig. 5 is that the single-chip microcomputer of this utility model is installed in the structural representation on the vest.
Among the above-mentioned figure, 1 is single-chip microcomputer, and 2 is computer, 3 is mouth and nose air-flow monitoring modular, and 4 is breast abdominal respiration motion monitoring module, and 5 is blood oxygen rhythm of the heart module, 6 is the video/audio monitoring modular, and 7 are the tele-medicine monitoring platform, and 8 is smart mobile phone, 9 is vest, and 11 is data storage module, and 12 is display module, 13 is instruction input module, 14 is time module, and 15 is logic processing module, and 16 is the A/D modular converter, 17 is input port, 18 is output port, and 19 is battery module, and 21 is the set of time module, 22 are the image lock module, 23 is alarm module, and 41 is the chest bandage, and 42 is the abdominal part bandage, 91 is the chest bandage on the vest, 92 is the abdominal part bandage on the vest, and 93 is the pocket on the vest, and 94 is the clip on the vest.
Specific embodiment
Embodiment 1: the OSAHS of this utility model is screen system just
With reference to figure 1, Fig. 3, present embodiment has been showed the first screen system of obstructive sleep apnea low syndrome (OSAHS) of this utility model of a kind of basic model, and described OSAHS just screen system contains: single-chip microcomputer 1, computer 2, mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5; Wherein, mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5 link together by wired or wireless mode with single-chip microcomputer 1; Single-chip microcomputer 1 links together by wired or wireless mode with computer 2.
Through mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4 and blood oxygen rhythm of the heart module 5, the analog signal data that collects, the input port 17 by single-chip microcomputer 1 is input in the single-chip microcomputer 1.After the analog digital conversion of the analog signal data that collects through A/D modular converter 16, become digital signal.Logic processing module 15 is processed the above-mentioned data that collect, and shows with chart and digital form in display module 12; Simultaneously by output port 18, in wired or wireless mode, with above-mentioned transfer of data in computer 2.Computer 2 can be with behind the above-mentioned date processing,, perhaps above-mentioned data is sent on the family numbers of patients of appointment or medical personnel's the smart mobile phone 8 to the tele-medicine monitoring platform 7 of hospital by the Internet transmission.Medical personnel can be after the above-mentioned data of observational study, with the related medical instruction feedback to computer 2 and single-chip microcomputer 1.Computer 2 and single-chip microcomputer 1 can automatically perform the medical instruction that medical personnel send.
The first screen system of sleep monitor OSAHS that this utility model forms by the monitoring of mouth and nose air-flow, breast abdominal respiration motion monitoring, these three groups of Core sleep monitoring modulars of blood oxygen rhythm of the heart, by the relation between mouth and nose air-flow and the motion of breast abdominal respiration, the type that can judge sleep apnea is obstructive type or maincenter type or mixed type.Mouth and nose air-flow, breast abdominal respiration and blood oxygen can judge whether there is low ventilation symptom.Can calculate apnea low index (Apnea﹠amp by the monitoring of mouth and nose air-flow, breast abdominal respiration motion monitoring, blood oxygen rhythm of the heart; Hypopnea index, AHI).AHI, namely the number of times of asphyxia and low ventilation per hour in the sleep is the most important parameter of OSAHS diagnosis, when AHI is between 5~15, is divided into slight OSAHS patient according to the standard of international sleep medicine association; When AHI is between 15~30, be moderate OSAHS patient; When AHI 30 when above, be the moderate or severe OSAHS patient.
The OSAHS of this utility model is screen system just, and OSAHS patient's primary dcreening operation from the sleep disordered breathing disease has out been obtained the comparatively Monitoring Data of science on the one hand; Reduced as far as possible on the other hand the quantity of patient's sensor with it, and monitored under the natural sleep state that can be familiar with in patient family, the data that obtain more meet the sleep fact of patient's daily life.
The OSAHS of this utility model just single-chip microcomputer 1 volume of screen system can do smallerly, is installed in and measures on the respirometric chest bandage 41 of chest, perhaps is installed on the abdominal part bandage 42 of measuring the abdominal respiration motion, with reference to figure 4.
Can pass through WiFi wireless local area network technology swap data between single-chip microcomputer 1 and the computer 2.
Further, between mouth and nose air-flow monitoring modular 3, breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5 and single-chip microcomputer 1 and the computer 2, also can adopt WiFi wireless local area network technology swap data.Like this, adopted wireless connect technology between each assembly fully.
In addition, it is to adopt the GPRS/CDMA/3G radio network technique that wireless mode connects, but the cost of WiFi wireless local area network technology is lower, and reliability is higher.
Embodiment 2: the first screen system of the OSAHS with video/audio of this utility model
With reference to figure 2, present embodiment has been showed a kind of first screen system of OSAHS with the video/audio module of this utility model.Be to have increased video/audio module 6 with the difference of embodiment 1, the excessively wired or wireless mode of the data communication device that video/audio module 6 collects is connected with computer 2.The video/audio data are combined with mouth and nose air-flow, breast abdominal respiration, blood oxygen, heart rate data that single-chip microcomputer 1 transmits after processing through computer 2, and with intuitively chart and data show out, aspect medical personnel read on the display of computer 2.Like this, the medical datas such as mouth and nose air-flow, breast abdominal respiration, blood oxygen, heart rate are arranged not only, can also Synchronous the facial expression at feel suffocated symptom and mouth and nose place during to asphyxia.Visual in image, can strengthen the patient to the attention degree of OSAHS.
Computer 2 is provided with set of time module 21, the setting that set of time module 21 is used for the time is synchronous with the time, can keep mouth and nose air-flow monitoring modular 3, the time synchronized of breast abdominal respiration motion monitoring module 4, blood oxygen rhythm of the heart module 5 and video/audio module 6.
In addition, can also be provided with image lock module 22 on the computer 2, be used for the locking specific image, such as snout, or head, or the upper part of the body or whole body, and this image of guiding camera to automatically track.
Video/audio module 6 adopts video camera and mike.Usually adopt the video camera with noctilucence camera function, perhaps adopt thermal camera.Video/audio module 6 can form with a plurality of photographic head, consists of different viewing angles.
In addition, can also be provided with alarm module 23 on the computer 2, be used for the dropout alarm, the prompting medical personnel check the situation that is connected and fixed of sensor; Perhaps when the abnormal physiology signal occurring, give the alarm, in time wake the patient up.
Embodiment 3: the vest type OSAHS of this utility model is screen system just
With reference to figure 5, present embodiment has been showed the first screen system of a kind of vest type OSAHS of this utility model.Described vest type OSAHS just screen system has increased vest 9, and vest 9 adopts the elastic underwear of cotton, which is provided with chest bandage 91, abdominal part bandage 92, pocket 93 and clip 94.Chest bandage 91 is provided with the respirometric sensor of monitoring chest; Abdominal part bandage 92 is provided with the sensor of monitoring abdominal respiration motion; Pocket 93 can be installed single-chip microcomputer 1; Clip 94 can be fixed the wire that is connected with each sensor.
Single-chip microcomputer 1 can be installed on the vest 9, and vest 9 contains chest bandage 91 and the abdominal part bandage 92 that can monitor breast abdominal respiration motion, and can include in single-chip microcomputer 1 pocket 93, can fixedly mount the clip 94 of connecting line.Like this during patient-monitoring, with it only this vest 9 need being through, the mouth and nose pneumatic sensor is attached to the snout assigned address, blood oxygen heart rate sensor is clipped on the middle finger, and connecting line fixed at vest by clip 94, the single-chip microcomputer 1 of miniature sizes is contained in the pocket of vest, links to each other with computer by the WiFi WLAN, has greatly improved patient's comfort level.

Claims (14)

1. the first screen system of an obstructive sleep apnea low syndrome (OSAHS) is characterized in that the first screen system of described OSAHS contains: single-chip microcomputer (1), computer (2), mouth and nose air-flow monitoring modular (3), breast abdominal respiration motion monitoring module (4), blood oxygen rhythm of the heart module (5); Wherein, mouth and nose air-flow monitoring modular (3), breast abdominal respiration motion monitoring module (4), blood oxygen rhythm of the heart module (5) link together by wired or wireless mode with single-chip microcomputer (1); Single-chip microcomputer (1) links together by wired or wireless mode with computer (2).
2. the first screen system of described OSAHS according to claim 1, it is characterized in that described OSAHS just screen system contain video/audio monitoring modular (6), video/audio monitoring modular (6) links together by wired or wireless mode and computer (2).
3. the first screen system of described OSAHS according to claim 2 is characterized in that described video/audio monitoring modular (6) is video camera or the thermal camera with low-light level imaging function.
4. the first screen system of described OSAHS according to claim 3 is characterized in that described video/audio monitoring modular (6) contains at least 1 video camera.
5. the first screen system of described OSAHS according to claim 1 is characterized in that described computer (2) contains can reset or the set of time module (21) of data record time of synchronization settings single-chip microcomputer (1) and video/audio monitoring modular (6).
6. the first screen system of described OSAHS according to claim 1 is characterized in that described computer (2) contains the image lock module (22) that can automatically regulate video camera and take continuously specify image.
7. the first screen system of described OSAHS according to claim 1 is characterized in that described computer (2) contains the alarm module (23) that can send alarm signal when monitor signal is unusual.
8. the first screen system of described OSAHS according to claim 1 is characterized in that described single-chip microcomputer (1) contains data storage module (11), display module (12), instruction input module (13), time module (14), logic processing module (15), A/D modular converter (16), input port (17) and output port (18), battery module (19); The analogue signal that A/D modular converter (16) is collected sensor transfers digital signal input logic processing module (15) to; Logic processing module (15) is processed the signal of input, deposits in the data storage module (11) on the one hand, on the other hand the Monitoring Data chart of intuitive display in display module (12); Instruction input module (13) can be inputted instruction, change surveillance map target type; It is synchronous that time module (14) can be accepted time setup parameter and computer (2) retention time that computer (2) transmits; Input port (17) and output port (18) are used for and computer (2) and mouth and nose air-flow monitoring modular (3), breast abdominal respiration motion monitoring module (4), blood oxygen rhythm of the heart module (5) between exchanges data, battery module (19) provides power supply.
9. the first screen system of described OSAHS according to claim 8 is characterized in that described input port (17) and output port (18) employing wired connection or wireless connections.
According to claim 1 and 2 or 9 described wireless modes to connect be to adopt the WiFi wireless local area network technology.
11. according to claim 1 and 2 or 7 described wireless modes to connect be to adopt the GPRS/CDMA/3G radio network technique.
12. according to the first screen system of the described OSAHS of claim 1, it is characterized in that described computer (2) links together by the Internet and tele-medicine monitoring platform (7), or link together with the smart mobile phone (8) of appointment.
13. the first screen system of described OSAHS according to claim 1 is characterized in that described single-chip microcomputer (1) can be installed on the upper or abdominal part bandage (42) of the chest bandage (41) of monitoring breast abdominal respiration motion.
14. the first screen system of described OSAHS according to claim 1, it is characterized in that described single-chip microcomputer (1) can be installed on the vest (9), vest (9) contains chest bandage (91) and the abdominal part bandage (92) that can monitor breast abdominal respiration motion, and can include in single-chip microcomputer (1) pocket (93), can fixedly mount the clip (94) of connecting line.
CN 201220016342 2012-01-12 2012-01-12 Obstructive sleep apnea-hypopnea syndrome (OSAHS) patient primary screening system Expired - Lifetime CN202723828U (en)

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Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103202687A (en) * 2012-01-12 2013-07-17 谢汝石 Obstructive sleep apnea-hypopnea syndrome patient preliminary screening system
CN103860151A (en) * 2014-03-12 2014-06-18 郑州雅晨生物科技有限公司 Portable SAHS (Sleep Apnea Hypopnea Syndrome) screening device with automatic analysis function
CN105078426A (en) * 2014-05-08 2015-11-25 邱春元 System, method and device for diagnosing sleep apnea
CN106028915A (en) * 2013-12-19 2016-10-12 皇家飞利浦有限公司 A baby monitoring device
CN110037702A (en) * 2019-04-22 2019-07-23 江苏人先医疗科技有限公司 A kind of monitoring of respiration method and device
CN111803770A (en) * 2020-06-25 2020-10-23 北京大众益康科技有限公司 System and method for controlling pressure of breathing machine
CN112638249A (en) * 2018-08-23 2021-04-09 深圳迈瑞生物医疗电子股份有限公司 Medical equipment, apnea event monitoring method and device
CN113576401A (en) * 2021-06-11 2021-11-02 广东工业大学 Sleep apnea syndrome rapid diagnosis device based on convolutional neural network

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103202687A (en) * 2012-01-12 2013-07-17 谢汝石 Obstructive sleep apnea-hypopnea syndrome patient preliminary screening system
CN106028915A (en) * 2013-12-19 2016-10-12 皇家飞利浦有限公司 A baby monitoring device
CN103860151A (en) * 2014-03-12 2014-06-18 郑州雅晨生物科技有限公司 Portable SAHS (Sleep Apnea Hypopnea Syndrome) screening device with automatic analysis function
CN105078426A (en) * 2014-05-08 2015-11-25 邱春元 System, method and device for diagnosing sleep apnea
CN105078426B (en) * 2014-05-08 2018-04-10 邱春元 For diagnosing system, the method and apparatus of sleep apnea
CN112638249A (en) * 2018-08-23 2021-04-09 深圳迈瑞生物医疗电子股份有限公司 Medical equipment, apnea event monitoring method and device
CN110037702A (en) * 2019-04-22 2019-07-23 江苏人先医疗科技有限公司 A kind of monitoring of respiration method and device
CN111803770A (en) * 2020-06-25 2020-10-23 北京大众益康科技有限公司 System and method for controlling pressure of breathing machine
CN113576401A (en) * 2021-06-11 2021-11-02 广东工业大学 Sleep apnea syndrome rapid diagnosis device based on convolutional neural network

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