TWM630631U - Accurate heart sound control external counterpulsation system - Google Patents

Accurate heart sound control external counterpulsation system Download PDF

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TWM630631U
TWM630631U TW111200983U TW111200983U TWM630631U TW M630631 U TWM630631 U TW M630631U TW 111200983 U TW111200983 U TW 111200983U TW 111200983 U TW111200983 U TW 111200983U TW M630631 U TWM630631 U TW M630631U
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heart sound
heart
external counterpulsation
patient
counterpulsation system
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TW111200983U
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房佳忠
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動顏有限公司
房佳忠
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Abstract

一種精確心音控制體外反搏系統,主要包括:一心音偵測器以供簡單貼在患者胸口,取得個人化精準建模的心動脈瓣膜開啟音聲信號,以及;一體外反搏系統其控制單元與該心音偵測器資訊傳輸相連,可依據該心音偵測器所取得個人化精準建模的心動脈瓣膜開啟音聲信號,確認心臟真實處在血液流出的舒張期時,控制單元啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力;整體有效的設計,可有效對體外反搏系統做最佳的壓力操作控制以確保安全,並大幅增加反搏治療調整改善血液循環之效果。A precise heart sound control external counterpulsation system mainly includes: a heart sound detector for simply sticking on the patient's chest to obtain a personalized and accurate modeling of the cardiac valve opening sound signal, and; an external counterpulsation system and its control unit It is connected to the information transmission of the heart sound detector, and can be based on the personalized and accurately modeled cardiac valve opening sound signal obtained by the heart sound detector to confirm that the heart is really in the diastolic period of blood outflow, and the control unit starts to monitor the patient. Begin to apply pressure; start to release pressure on the patient in the late period of diastole; the overall effective design can effectively control the optimal pressure operation of the external counterpulsation system to ensure safety, and greatly increase the effect of counterpulsation therapy to improve blood circulation.

Description

精確心音控制體外反搏系統Accurate heart sound control external counterpulsation system

本創作是有關體外反搏系統控制的技術領域,尤指一種精確心音控制體外反搏系統。This creation is related to the technical field of external counterpulsation system control, especially a precise heart sound control external counterpulsation system.

體外反搏療法EECP (Enhanced External CounterPulsation),是一種非侵入性的機械輔助循環裝置,無須住院,手術,在門診即可進行治療,實用上具有增加冠狀動脈血流,提高血流切應力、改善血管內皮細胞結構及功能、防止血栓形成以及促進血管側枝循環形成等優點。External counterpulsation therapy EECP (Enhanced External CounterPulsation) is a non-invasive mechanical assisted circulatory device that can be treated in an outpatient clinic without hospitalization or surgery. It has the advantages of vascular endothelial cell structure and function, preventing thrombosis and promoting the formation of vascular collateral circulation.

如圖6所示,目前常見的習知體外反搏治療, 患者身上穿載的配線多又複雜,操作上十分麻煩,醫護人員除了要幫躺在治療床上的患者,在小腿、大腿和臀部分別穿戴綁上脈壓帶之外,還需要在每個患者胸上檢測部位逐一貼上心導片並接上導線,才能根據患者當下的心電圖波形,來決定其反搏治療的頻率,利用在心臟舒張期 (T-wave)時, 令脈壓帶分別從小腿,大腿到臀部進行分段充氣加壓,把下肢血液驅回心臟,從而促進心、腦等器官的血液循環,改善心臟肌肉缺血的情況;相反的,當心臟收縮期(P-wave) 時, 則令脈壓帶減壓,使下肢血管阻力減少及減低心臟的工作量。As shown in Figure 6, in the current conventional external counterpulsation therapy, there are many and complicated wirings on the patient's body, and the operation is very troublesome. In addition to helping the patient lying on the treatment bed, the medical staff has to separate the calf, thigh and buttocks. In addition to wearing and tying the pulse pressure belt, it is also necessary to paste a cardiac guide plate on the chest of each patient and connect the lead wire one by one, so as to determine the frequency of the counterpulsation treatment according to the current ECG waveform of the patient, and use it in the heart. During the diastole (T-wave), the pulse pressure belt is inflated and pressurized in sections from the calf, thigh to the buttocks, respectively, to drive the blood of the lower limbs back to the heart, thereby promoting the blood circulation of the heart, brain and other organs, and improving cardiac muscle ischemia. On the contrary, when the heart is systolic (P-wave), the pulse pressure belt is decompressed, which reduces the vascular resistance of the lower extremities and reduces the workload of the heart.

另外,也有利用心臟在一個心動週期中產生S1,S2,S3,S4四個心音,其中S2第二心音一般認定發生在心臟舒張期的開始,故供作為反搏加壓啟動控制,但事實上S1,S2,S3,S4四個心音為共同發聲,主要來自心肌收縮和舒張過程,瓣膜啟閉,血流衝擊心室壁和大動脈等因素引起的機械振動,再通過周圍組織傳到胸壁,四個心音S1,S2,S3,S4好比就像是四把提琴一起合奏,想要從中簡單特別過濾區分出那一把提琴發出的聲音,S2是心臟那部份確切的發聲,事實上存有一定的困難。In addition, the heart is also used to generate four heart sounds S1, S2, S3, S4 in one cardiac cycle, of which the second heart sound of S2 is generally considered to occur at the beginning of the diastolic period, so it is used as a counterpulsation booster to start control, but in fact The four heart sounds S1, S2, S3, and S4 are common sounds, mainly from the mechanical vibration caused by myocardial contraction and relaxation, valve opening and closing, and blood flow impacting the ventricular wall and aorta, and then transmitted to the chest wall through the surrounding tissue. Heart sounds S1, S2, S3, and S4 are like four violins playing together. I want to filter out the sound of which violin simply and specially. S2 is the exact sound of the heart. In fact, there are certain sounds. difficulty.

而且,無論是採用心電圖或心音訊號來作為反搏控制,其檢測值大多用前面累計週期的平均值作為參考,對於心電或脈壓信號繁雜的患者其穩定性不夠,容易受外界干擾誤判導致週期不準,而影響到現場反搏操作即時控制的效果,使心臟實際運作與最佳反搏施壓的時間上造成誤差,一旦產生誤差又跟著盲目運作,在錯誤的時刻進行反搏操作,這樣不僅不能夠達到理想的反搏治療效果,還可能讓心臟造成額外的負擔,對患者存有一定的潛在危險。Moreover, whether the ECG or heart sound signal is used as the counterpulsation control, most of the detected values use the average value of the previous cumulative period as a reference. For patients with complex ECG or pulse pressure signals, the stability is not enough, and it is easily caused by external interference and misjudgment. The cycle is inaccurate, which affects the effect of real-time control of the on-site counterpulsation operation, causing errors between the actual operation of the heart and the timing of the optimal counterpulsation pressure. This not only fails to achieve the ideal counterpulsation treatment effect, but also causes extra burden on the heart, which is potentially dangerous to the patient.

有鑑於此,本創作的主要目的,在提供一種精確心音控制體外反搏系統,主要包括:一心音偵測器及一體外反搏系統;其中In view of this, the main purpose of this creation is to provide a precise heart sound control external counterpulsation system, which mainly includes: a heart sound detector and an external counterpulsation system; wherein

該心音偵測器上至少具有一監聽模組,該監聽模組設有一微型麥克風以連接一微電腦電路,該微電腦電路至少具有一前置放大器、一濾波放大器、及一A/D線性數位轉換器,以處理該微型麥克風抓取到患者的心音源信號;一信號處理單元內建在該微電腦電路中,以AI人工智慧及類神經運算對該心音源信號進行分析提取出有效的心音事件信號,以及;一信號分析單元內建在該微電腦電路中,對有效的心音事件信號進行建模,建模參考取自兩項數據,一為大數據的眾數心音實証資料,及一該患者自身的心音個証資料,使取得個人化精準建模的心動脈瓣膜開啟音聲信號,確認緊接為心臟血液流出的舒張期,以及;The heart sound detector has at least one monitoring module, and the monitoring module is provided with a micro microphone to be connected to a microcomputer circuit. The microcomputer circuit has at least a preamplifier, a filter amplifier, and an A/D linear-to-digital converter. , to process the patient's heart sound source signal captured by the micro microphone; a signal processing unit is built in the microcomputer circuit to analyze the heart sound source signal with AI artificial intelligence and neural-like operations to extract an effective heart sound event signal, And; a signal analysis unit is built in the microcomputer circuit to model the effective heart sound event signal, and the modeling reference is taken from two data, one is the mode heart sound empirical data of the big data, and one is the patient's own Cardiac information of heart sounds, so as to obtain a personalized and accurate modeling of the cardiac valve opening sound signal, confirming the diastolic period immediately following the outflow of cardiac blood, and;

該體外反搏系統上設有一控制單元以控制一加壓裝置及其相連之一複數脈壓帶,該控制單元與該心音偵測器資訊傳輸相連,依據該心音偵測器所取得個人化精準建模的心動脈瓣膜開啟音聲信號,確認緊接為心臟血液流出的舒張期,控制單元啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力,以有效反搏壓力達到調整改善血液循環。The external counterpulsation system is provided with a control unit to control a pressurizing device and a plurality of pulse pressure belts connected thereto, the control unit is connected with the information transmission of the heart sound detector, and the personalized precision is obtained according to the heart sound detector. The modeled cardiac valve opening sound signal confirms that it is the diastolic period when the heart blood flows out, and the control unit starts to apply pressure to the patient; in the late diastolic period, the pressure is released to the patient to adjust and improve the blood flow with the effective counterpulsation pressure. cycle.

與現有習知技術相較,本創作一種精確心音控制體外反搏系統,可利用有效的心音偵測器設計,提供患者方便配戴貼在胸口,取得個人化精準建模的心動脈瓣膜開啟音聲信號,操作十分簡單可免配線,有效克服傳統體外反搏檢測心電時,心須應用心導貼片與連接線的繁瑣作業,同時又可依據該心音偵測器所取得個人化精準建模的心動脈瓣膜開啟音聲信號,用以精準掌控到患者此時心動脈瓣膜已經打開緊接血液即將流出來的時機,讓心臟真實處在血液流出的舒張期時,控制單元啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力;故能對體外反搏系統做最佳的壓力操作控制以確保安全,並大幅增加反搏治療調整改善血液循環之效果。Compared with the prior art, the present invention creates a precise heart sound control external counterpulsation system, which can use an effective heart sound detector design to provide patients with the convenience of wearing and sticking it on the chest to obtain a personalized and accurate modeling of the opening sound of the heart valve. Acoustic signal, the operation is very simple and can be free of wiring, which effectively overcomes the tedious operation of using cardiac guide patches and connecting wires when the traditional external counterpulsation detects ECG. The sound signal of the heart valve opening of the model is used to accurately control the timing when the heart valve is opened and the blood is about to flow out. Apply pressure; in the late period of diastole, the patient begins to release pressure; therefore, it can do the best pressure operation control for the external counterpulsation system to ensure safety, and greatly increase the effect of counterpulsation therapy to improve blood circulation.

為方便瞭解本創作之內容,及所能達成之功效,茲配合圖式列舉具體實施例,詳細說明如下:請參圖1至圖4所示,本創作所設之一種精確心音控制體外反搏系統100,主要包括:一心音偵測器10及一體外反搏系統20;其中In order to facilitate the understanding of the content of this creation and the effects that can be achieved, specific embodiments are listed in conjunction with the diagrams, and the detailed description is as follows: Please refer to Figures 1 to 4, a precise heart sound control external counterpulsation set up in this creation. The system 100 mainly includes: a heart sound detector 10 and an external counterpulsation system 20; wherein

該心音偵測器10上至少具有一監聽模組11,該監聽模組11設有一微型麥克風12以連接一微電腦電路13,該微電腦電路13至少具有一前置放大器131、一濾波放大器132、及一A/D線性數位轉換器133,以處理該微型麥克風12抓取到患者的心音源信號;一信號處理單元141內建在該微電腦電路13中,以AI人工智慧及類神經運算對該心音源信號進行分析提取出有效的心音事件信號,以及;一信號分析單元142內建在該微電腦電路13中,對有效的心音事件信號進行建模,建模參考取自兩項數據,一為大數據的眾數心音實証資料,及一該患者自身的心音個証資料,使取得個人化精準建模的心動脈瓣膜開啟音聲信號HSv,確認緊接為心臟血液流出的舒張期,以及;The heart sound detector 10 has at least one monitoring module 11, the monitoring module 11 is provided with a micro microphone 12 to connect with a microcomputer circuit 13, the microcomputer circuit 13 has at least a preamplifier 131, a filter amplifier 132, and An A/D linear-to-digital converter 133 is used to process the heart sound source signal of the patient captured by the micro microphone 12; The sound source signal is analyzed to extract the effective heart sound event signal, and; a signal analysis unit 142 is built in the microcomputer circuit 13 to model the effective heart sound event signal, and the modeling reference is taken from two data, one is large Moderate heart sound empirical data of the data, and a patient's own heart sound personal evidence data, so as to obtain a personalized and accurate modeling of the cardiac valve opening sound signal HSv, confirming that it is the diastolic period immediately following the outflow of cardiac blood, and;

該體外反搏系統20上設有一控制單元21以控制一加壓裝置22及其相連之一複數脈壓帶23,該控制單元21與該心音偵測器10資訊傳輸相連,依據該心音偵測器10所取得個人化精準建模的心動脈瓣膜開啟音聲信號HSv,確認緊接為心臟血液流出的舒張期,控制單元21啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力,以有效反搏壓力達到調整改善血液循環。The external counterpulsation system 20 is provided with a control unit 21 to control a pressurizing device 22 and a plurality of pulse pressure belts 23 connected thereto. The control unit 21 is connected to the heart sound detector 10 for information transmission. According to the heart sound detection The personalized and accurately modeled cardiac valve opening sound signal HSv obtained by the device 10 confirms that it is the diastolic period when the heart blood flows out, and the control unit 21 starts to apply pressure to the patient; Adjust and improve blood circulation with effective counterpulsation pressure.

較佳實施,如圖3所示,其中該心音偵測器10進一步設有一顯示模組15,該顯示模組15對外設有一發光顯示部150。In a preferred implementation, as shown in FIG. 3 , the heart sound detector 10 is further provided with a display module 15 , and the display module 15 is provided with a light-emitting display portion 150 externally.

較佳實施,其中該發光顯示部150進一步由一軟性發光顯示幕所構成,具有一布片151其上直接設有軟性LED單元152以連接該監聽模組11。In a preferred implementation, the light-emitting display portion 150 is further composed of a flexible light-emitting display screen, and has a cloth sheet 151 on which the flexible LED units 152 are directly arranged to connect to the monitoring module 11 .

較佳實施,其中該監聽模組11上進一步設有藍牙無線傳輸,使該顯示模組15的顯示內容可無線分享顯示在一電子裝置50的顯示幕51上。In a preferred implementation, the monitoring module 11 is further provided with Bluetooth wireless transmission, so that the display content of the display module 15 can be wirelessly shared and displayed on the display screen 51 of an electronic device 50 .

較佳實施,如圖3、圖4所示其中該監聽模組11上進一步設有可活動連接的一通訊供電單元30,其具有一無線通訊電路31及一充電電池32,以供電連接該微電腦電路13,將所集收處理的心音資料,經該無線通訊電路31向外傳輸到該控制單元21,及一具有APP應用程式52的電子裝置50上,內容與該顯示模組15及該監聽模組11相對應。In a preferred implementation, as shown in FIG. 3 and FIG. 4 , the monitoring module 11 is further provided with a movably connected communication power supply unit 30 , which has a wireless communication circuit 31 and a rechargeable battery 32 for supplying power to the microcomputer. The circuit 13 transmits the collected and processed heart sound data to the control unit 21 and an electronic device 50 with an APP application 52 through the wireless communication circuit 31, and the content is the same as that of the display module 15 and the monitor. Module 11 corresponds.

較佳實施,其中該心音偵測器10係進一步組合通電連接裝在一可拋棄式的心導貼片110上,使微電腦電路13可同時接收該患者的心電信號,並據以偵測到患者的PQRST複合波;根據該PQRST複合波,計算一心率值。In a preferred implementation, the heart sound detector 10 is further assembled and electrically connected to a disposable cardiac guide patch 110, so that the microcomputer circuit 13 can simultaneously receive the patient's ECG signal, and detect accordingly. The patient's PQRST complex; based on the PQRST complex, a heart rate value is calculated.

更具體而言,請參圖1至圖5所示,本創作一種精確心音控制體外反搏系統100的應用方法,主要包括:`More specifically, please refer to FIG. 1 to FIG. 5 , an application method of a precise heart sound control external counterpulsation system 100 of the present invention mainly includes: `

建構一心音偵測器10及一體外反搏系統20,該體外反搏系統20上設有一控制單元21以控制一加壓裝置22及其相連之一複數脈壓帶23,該控制單元21與該心音偵測器10資訊傳輸相連,而該心音偵測器10其上至少具有一監聽模組11,該監聽模組11設有一微型麥克風12以連接一微電腦電路13,該微電腦電路13至少包括一前置放大器131、一濾波放大器132、及一A/D線性數位轉換器133,以處理該微型麥克風12抓取到的患者心音源信號;在該微電腦電路13中內建一信號處理單元141及一信號分析單元142,以對所收集心音源信號進行智慧分析及建立模型,而執行以下處理步驟:A heart sound detector 10 and an external counterpulsation system 20 are constructed. The external counterpulsation system 20 is provided with a control unit 21 to control a compression device 22 and a plurality of pulse pressure belts 23 connected thereto. The control unit 21 is connected with The heart sound detector 10 is connected for information transmission, and the heart sound detector 10 has at least a monitoring module 11 thereon. The monitoring module 11 is provided with a micro microphone 12 to be connected to a microcomputer circuit 13. The microcomputer circuit 13 at least includes A preamplifier 131, a filter amplifier 132, and an A/D linear-to-digital converter 133 to process the patient's heart sound source signal captured by the micro-microphone 12; a signal processing unit 141 is built in the microcomputer circuit 13 And a signal analysis unit 142 to intelligently analyze and build a model for the collected heart sound source signal, and perform the following processing steps:

S101步驟1. 讓患者佩戴該心音偵測器10以收集心音源信號;S101 step 1. Let the patient wear the heart sound detector 10 to collect the heart sound source signal;

S102步驟2.所收集心音源信號經該信號處理單元141,以AI人工智慧及類神經運算對該心音源信號進行分析提取出有效的心音事件信號;S102 Step 2. The collected heart sound source signal is analyzed by the signal processing unit 141 with AI artificial intelligence and neural-like operation to analyze the heart sound source signal to extract an effective heart sound event signal;

S103步驟3.以信號分析單元142,對有效的該心音事件信號進行建模,建模參考取自兩項數據,一為大數據的眾數心音實証資料,及一該患者自身的心音個証資料;S103 Step 3. Use the signal analysis unit 142 to model the effective heart sound event signal, and the modeling reference is taken from two data, one is the mode heart sound empirical data of the big data, and one is the patient's own heart sound evidence material;

其中該S102、S103步驟2、3主要對S101步驟1所收集心音源信號進行智慧分析及建立模型的處理方法包括:預加重、分框、加窗、短時距傅立葉變換(Short time Fourier transform,STFT)、梅爾濾波(梅爾倒頻譜係數Mel-Frequency Cepstral Coefficients,MFCC)、對數運算、及離散餘弦轉換,使取得個人化精準建模的心動脈瓣膜開啟音聲信號HSv;The processing methods in steps 2 and 3 of S102 and S103 mainly perform intelligent analysis on the heart sound source signal collected in step 1 of S101 and establish a model, including: pre-emphasis, framing, windowing, short time Fourier transform (Short time Fourier transform, STFT), Mel filtering (Mel-Frequency Cepstral Coefficients, MFCC), logarithmic operation, and discrete cosine transform, so as to obtain a personalized and accurate modeling of the cardiac valve opening sound signal HSv;

所謂 “心音(Heart sounds,Cardiac sounds)”即是心臟工作過程中發出的聲音,心臟是由心肌細胞構成的肌性空腔器官,具有瓣膜結構,還有特殊傳導系統。在生命活動中心臟始終不停地,有節律地進行收縮和舒張,舒張時接受靜脈回流血液,收縮時把血液射入動脈、瓣膜具有閥門的作用控制血流的單方向流動。心臟有4個瓣膜,在心房與心室交界處有房室瓣(atnoventricular valve,AV valve) ,位於左邊的稱為二尖瓣(bicuspid valve) 或稱僧帽瓣(mitral valve) ,位於右邊的稱為三尖瓣(tricuspid valve)。房室瓣開向心室"由腱索 (chordae tendineae)連接心室內璧的乳頭肌(papillary muscles) 上,當心室收縮時,因心室與心房之間的壓力差會引起房室瓣關閉,防止血液自心室逆流回心房,在心室與動脈之間存在半月瓣(semilunar valve),位於左心室與主動脈基部的稱為主動脈瓣(aortic valve),位於右心室與肺動脈基部的稱為肺動脈瓣(pulmonary valve)。當心室收縮時半月瓣被迫打開,使血液能夠進入體循環與肺循環,待心室舒張時,心室的壓力小於動脈,為防止動脈血液逆流回心室,半月瓣會迅速關閉。The so-called "heart sounds (Cardiac sounds)" are the sounds emitted during the working process of the heart. The heart is a muscular cavity organ composed of cardiomyocytes, with a valve structure and a special conduction system. In life activities, the heart contracts and relaxes rhythmically all the time. During relaxation, it receives venous return blood, and during contraction, it injects blood into arteries. The valve functions as a valve to control the unidirectional flow of blood flow. The heart has 4 valves. There is an atnoventricular valve (AV valve) at the junction of the atrium and the ventricle. The one on the left is called the bicuspid valve or the mitral valve, and the one on the right is called the mitral valve. For the tricuspid valve (tricuspid valve). When the ventricle contracts, the pressure difference between the ventricle and the atrium will cause the atrioventricular valve to close, preventing blood flow There is a semilunar valve between the ventricle and the artery, the aortic valve between the left ventricle and the base of the aorta, and the pulmonary valve between the right ventricle and the base of the pulmonary artery. pulmonary valve). When the ventricle contracts, the semilunar valve is forced to open so that blood can enter the systemic and pulmonary circulation. When the ventricle dilates, the pressure in the ventricle is lower than that in the artery. To prevent the arterial blood from flowing back into the ventricle, the semilunar valve closes quickly.

在心動週期中,壓力、瓣膜、血流方向、心室容積和心音的關係,心臟電性活動是節律性舒縮的基礎,心臟首先產生電位變化,然後是機械性舒縮活動,產生心房和心室壓力和容積變化,推動血液流動,同時伴隨瓣膜的開啟和關閉,因而導致心音的出現。正常心音的振動頻率範圍通常在20Hz到200Hz之間,心雜音的頻率一般不超過800Hz,都處於人耳的聽覺範圍之內。即心音的頻率大概會落在20到800 Hz之間,開始先使用帶通濾波的方式對所收到的患者體內聲進行頻域濾波,把留下頻率段的STFT短時距傅立葉變換能量圖,轉成九個頻率段,分別為0-344 Hz、344-689 Hz、689-1033 Hz、1033-1378 Hz、1378-1722 Hz、1722-2067 Hz、2067-2411 Hz、2411-2756 Hz、及2756-3100Hz,並把整段音聲檔來做後續的分析。In the cardiac cycle, the relationship between pressure, valve, blood flow direction, ventricular volume and heart sound, cardiac electrical activity is the basis of rhythmic diastolic and systolic, the heart first produces potential changes, and then mechanical diastolic and systolic activities, resulting in atrium and ventricle Changes in pressure and volume, which drive blood flow, accompany the opening and closing of the valves, resulting in the appearance of heart sounds. The vibration frequency range of normal heart sounds is usually between 20Hz and 200Hz, and the frequency of heart murmurs generally does not exceed 800Hz, which are all within the hearing range of the human ear. That is, the frequency of the heart sound will probably fall between 20 and 800 Hz. First, use band-pass filtering to filter the received body sound of the patient in the frequency domain. , converted into nine frequency segments, namely 0-344 Hz, 344-689 Hz, 689-1033 Hz, 1033-1378 Hz, 1378-1722 Hz, 1722-2067 Hz, 2067-2411 Hz, 2411-2756 Hz, And 2756-3100Hz, and use the entire sound file for subsequent analysis.

再將2分鐘的音聲檔,每0.25秒進行分析,藉由聽取音聲檔標記心音位置,將心音位置設為標竿並計算餘弦相似度值。設定閾值進行心音與非心音之區分,然後進行訓練。並以費雪準則(FisherCriterion),將組間和組內分佈的分散量藉由組間和組內變異量的比值進行計算。當組內差距越小,組間差距越大,則分數越高則其影響力較大,反之亦然。Then analyze the 2-minute sound files every 0.25 seconds, mark the position of the heart sound by listening to the sound file, set the position of the heart sound as the benchmark and calculate the cosine similarity value. Set a threshold to distinguish between heart sounds and non-heart sounds, and then perform training. And according to Fisher Criterion (FisherCriterion), the dispersion of distribution between groups and within groups was calculated by the ratio of between-group and within-group variation. When the within-group gap is smaller and the between-group gap is larger, the higher the score, the greater the influence, and vice versa.

透過AI人工智慧及類神經運算幫助對信號進行處理,可將聲音中的雜訊有效去除,使具有意義的心音能夠被偵測,在有效事件的分析及提取能夠建立適當的模型,達到有效區別分類,使能提供即時正確心反應生理狀況的資訊。Through AI artificial intelligence and neural-like computing to help process the signal, the noise in the sound can be effectively removed, so that meaningful heart sounds can be detected, and an appropriate model can be established in the analysis and extraction of effective events to achieve effective distinction. Classification, enabling to provide real-time and correct information on the physiological state of the heart's response.

S104步驟4.將該個人化精準建模的心動脈瓣膜開啟音聲信號HSv附加到數據庫;S104 Step 4. Add the personalized and precisely modeled cardiac valve opening sound signal HSv to the database;

S105步驟5.透過基礎應用程式,對S101、 S102 、S103步驟1、2、3該監聽模組11所收集心音源信號進行模型比對,以及;S105, step 5. Through the basic application program, perform model comparison on the heart sound source signal collected by the monitoring module 11 in steps 1, 2, and 3 of S101, S102, and S103, and;

S106步驟6.當S105步驟5該監聽模組11所收集心音源信號與該個人化精準建模的心動脈瓣膜開啟音聲信號HSv吻合度大於百分之90時,進行S107步驟7.使體外反搏系統20的控制單元21啟動對患者開始施加壓力;且在心臟舒張後期對患者開始釋放壓力,以有效反搏壓力達到調整改善血液循環。S106 Step 6. When the match between the heart sound source signal collected by the monitoring module 11 and the personalized and accurately modeled cardiac valve opening sound signal HSv is greater than 90% in S105 Step 5, go to S107 Step 7. The control unit 21 of the counterpulsation system 20 starts to apply pressure to the patient; and starts to release pressure to the patient in the late period of diastole, so as to adjust and improve blood circulation with effective counterpulsation pressure.

與現有習知技術相較,本創作一種精確心音控制體外反搏系統100及其應用方法,可利用有效的心音偵測器10設計,提供患者方便配戴貼在胸口,取得個人化精準建模的心動脈瓣膜開啟音聲信號HSv,操作十分簡單可免配線,有效克服傳統體外反搏檢測心電時,心須應用心導貼片與連接線的繁瑣作業,同時又可依據該心音偵測器10所取得個人化精準建模的心動脈瓣膜開啟音聲信號HSv,用以精準掌控到患者此時心動脈瓣膜已經打開緊接血液即將流出來的時機,讓心臟真實處在血液流出的舒張期時,控制單元21啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力;故能對體外反搏系統20做最佳的壓力操作控制以確保安全,並大幅增加反搏治療調整改善血液循環之效果。Compared with the prior art, the present invention creates a precise heart sound control external counterpulsation system 100 and an application method thereof, which can utilize the effective design of the heart sound detector 10 to provide patients with the convenience of wearing and sticking on the chest to obtain personalized and precise modeling. The heart valve opening sound signal HSv, the operation is very simple and can be free of wiring, which effectively overcomes the tedious operation of using the heart guide patch and connecting line when the traditional external counterpulsation detects the ECG, and at the same time can detect the heart sound based on The personalized and accurately modeled cardiac valve opening sound signal HSv obtained by the device 10 is used to accurately control the timing when the patient's cardiac valve has opened and blood is about to flow out, so that the heart is truly in the diastole of blood outflow. At the end of the period, the control unit 21 starts to apply pressure to the patient; in the late period of diastole, the pressure is released to the patient; therefore, the external counterpulsation system 20 can be optimally controlled for pressure operation to ensure safety, and greatly increase the adjustment and improvement of counterpulsation therapy. The effect of blood circulation.

綜上所述,本創作新穎實用完全符合專利要件,爰提出新型專利申請。惟以上所述者,僅為本創作之較佳實施例而已,當不能以此限定本創作實施之範圍;故凡依本創作申請專利範圍及創作說明書內容所作之等效變化與修飾,皆應屬本創作專利涵蓋之範圍內。To sum up, the novel and practical creation of this invention fully complies with the patent requirements, and a new type patent application is filed. However, the above are only the preferred embodiments of this creation, and should not limit the scope of implementation of this creation; therefore, any equivalent changes and modifications made in accordance with the scope of the patent application for this creation and the content of the creation description should be are covered by this creative patent.

100:精確心音控制體外反搏系統 10:心音偵測器 11:監聽模組 110:心導貼片 12:微型麥克風 13:微電腦電路 131:前置放大器 132:濾波放大器 133:A/D線性數位轉換器 141:信號處理單元 142:信號分析單元 15:顯示模組 150:發光顯示部 151:布片 152:軟性LED單元 20:體外反搏系統 21:控制單元 22:加壓裝置 23:脈壓帶 30:通訊供電單元 31:無線通訊電路 32:充電電池 50:電子裝置 51:顯示幕 52:APP應用程式 HSv:心動脈瓣膜開啟音聲信號 S101、S102、S103、S104、S105、S106、S107:步驟100: Accurate Heart Sound Control External Counterpulsation System 10: Heart Sound Detector 11:Monitoring module 110: Heart guide patch 12: Miniature Microphone 13: Microcomputer circuit 131: Preamplifier 132: Filter Amplifier 133: A/D Linear-to-Digital Converter 141: Signal processing unit 142: Signal Analysis Unit 15: Display module 150: Luminous display part 151: Cloth 152: Flexible LED unit 20: External Counterpulsation System 21: Control unit 22: Pressurizing device 23: Pulse pressure belt 30: Communication power supply unit 31: Wireless communication circuit 32: Rechargeable battery 50: Electronics 51: Display screen 52: APP application HSv: cardiac valve opening sound signal S101, S102, S103, S104, S105, S106, S107: Steps

圖1 為本創作系統的配置示意圖。 圖2 為本創作系統的應用示意圖。 圖3 為本創作心音偵測器的方塊圖。 圖4 為本創作心音偵測器的組合示意圖。 圖5 為本創作系統的應用流程圖。 圖6 為習知體外反搏系統應用示意圖。 Figure 1 is a schematic diagram of the configuration of the authoring system. Figure 2 is a schematic diagram of the application of the authoring system. Figure 3 is a block diagram of the heart sound detector created by the present invention. Figure 4 is a schematic diagram of the composition of the heart sound detector created by the present invention. Fig. 5 is the application flow chart of this authoring system. FIG. 6 is a schematic diagram of the application of a conventional external counterpulsation system.

100:精確心音控制體外反搏系統 100: Accurate Heart Sound Control External Counterpulsation System

10:心音偵測器 10: Heart Sound Detector

11:監聽模組 11:Monitoring module

12:微型麥克風 12: Miniature Microphone

13:微電腦電路 13: Microcomputer circuit

131:前置放大器 131: Preamplifier

132:濾波放大器 132: Filter Amplifier

133:A/D線性數位轉換器 133: A/D Linear-to-Digital Converter

141:信號處理單元 141: Signal processing unit

142:信號分析單元 142: Signal Analysis Unit

20:體外反搏系統 20: External Counterpulsation System

21:控制單元 21: Control unit

22:加壓裝置 22: Pressurizing device

23:脈壓帶 23: Pulse pressure belt

Claims (6)

一種精確心音控制體外反搏系統,主要包括:一心音偵測器及一體外反搏系統;其中該心音偵測器上至少具有一監聽模組,該監聽模組設有一微型麥克風以連接一微電腦電路,該微電腦電路至少具有一前置放大器、一濾波放大器、及一A/D線性數位轉換器,以處理該微型麥克風抓取到患者的心音源信號;一信號處理單元內建在該微電腦電路中,以AI人工智慧及類神經運算對該心音源信號進行分析提取出有效的心音事件信號,以及;一信號分析單元內建在該微電腦電路中,對有效的心音事件信號進行建模,建模參考取自兩項數據,一為大數據的眾數心音實証資料,及一該患者自身的心音個証資料,使取得個人化精準建模的心動脈瓣膜開啟音聲信號,確認緊接為心臟血液流出的舒張期,以及;該體外反搏系統上設有一控制單元以控制一加壓裝置及其相連之一複數脈壓帶,該控制單元與該心音偵測器資訊傳輸相連,依據該心音偵測器所取得個人化精準建模的心動脈瓣膜開啟音聲信號,確認緊接為心臟血液流出的舒張期,控制單元啟動對患者開始施加壓力;在心臟舒張後期對患者開始釋放壓力,以有效反搏壓力達到調整改善血液循環。 A precise heart sound control external counterpulsation system mainly includes: a heart sound detector and an external counterpulsation system; wherein the heart sound detector has at least a monitoring module, and the monitoring module is provided with a miniature microphone to connect a microcomputer circuit, the microcomputer circuit has at least a preamplifier, a filter amplifier, and an A/D linear-to-digital converter to process the heart sound source signal of the patient captured by the micro microphone; a signal processing unit is built in the microcomputer circuit , using AI artificial intelligence and neural-like operations to analyze the heart sound source signal to extract effective heart sound event signals, and; a signal analysis unit is built in the microcomputer circuit to model the effective heart sound event signals and build The model reference is taken from two data, one is the empirical data of the large number of heart sounds, and the other is the patient's own heart sound evidence data, so that the sound signal of the opening of the cardiac valve can be obtained with personalized and accurate modeling, and the confirmation is immediately followed by The diastolic phase of cardiac blood outflow, and; the external counterpulsation system is provided with a control unit to control a pressurizing device and a plurality of pulse pressure belts connected thereto, the control unit is connected to the heart sound detector for information transmission, according to the The personalized and accurately modeled cardiac valve opening sound signal obtained by the heart sound detector confirms that it is the diastolic period when the blood flows out of the heart, and the control unit starts to apply pressure to the patient; Adjust and improve blood circulation with effective counterpulsation pressure. 如請求項1所述之精確心音控制體外反搏系統,其中該心音偵測器進一步設有一顯示模組,該顯示模組對外設有一發光顯示部。 The external counterpulsation system for precise heart sound control according to claim 1, wherein the heart sound detector is further provided with a display module, and the display module is provided with a light-emitting display portion externally. 如請求項2所述之精確心音控制體外反搏系統,其中該發光顯示部進一步由一軟性發光顯示幕所構成,具有一布片其上直接設有軟性LED單元以連接該監聽模組。 The external counterpulsation system for precise heart sound control according to claim 2, wherein the light-emitting display part is further composed of a soft light-emitting display screen, and has a cloth piece directly on which is provided with a soft LED unit for connecting to the monitoring module. 如請求項2所述之精確心音控制體外反搏系統,其中該監聽模組上進一步設有藍牙無線傳輸,使該顯示模組的顯示內容可無線分享顯示在一電子裝置的顯示幕上。 The precise heart sound control external counterpulsation system according to claim 2, wherein the monitoring module is further provided with Bluetooth wireless transmission, so that the display content of the display module can be wirelessly shared and displayed on a display screen of an electronic device. 如請求項2所述之精確心音控制體外反搏系統,其中該監聽模組上進一步設有可活動連接的一通訊供電單元,其具有一無線通訊電路及一充電電池,以供電連接該微電腦電路,將所集收處理的心音資料,經該無線通訊電路向外傳輸到該控制單元,及一具有APP應用程式的電子裝置上,內容與該顯示模組及該監聽模組相對應。 The external counterpulsation system for precise heart sound control according to claim 2, wherein the monitoring module is further provided with a movably connected communication power supply unit, which has a wireless communication circuit and a rechargeable battery for supplying power to the microcomputer circuit , transmit the collected and processed heart sound data to the control unit and an electronic device with an APP application program through the wireless communication circuit, and the content corresponds to the display module and the monitoring module. 如請求項1所述之精確心音控制體外反搏系統,其中該心音偵測器係進一步組合通電連接裝在一可拋棄式的心導貼片上,使該微電腦電路可同時接收該患者的心電信號,並據以偵測到患者的PQRST複合波。 The precise heart sound-controlled external counterpulsation system as claimed in claim 1, wherein the heart sound detector is further assembled and electrically connected to a disposable cardiac conduction patch, so that the microcomputer circuit can simultaneously receive the patient's heartbeat. The electrical signal is detected, and the patient's PQRST complex is detected accordingly.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI796115B (en) * 2022-01-25 2023-03-11 動顏有限公司 Precise heart sound control external counterpulsation system and its application method
CN117409985A (en) * 2023-12-13 2024-01-16 中国科学院苏州生物医学工程技术研究所 Sleep monitoring and improving method, equipment and storage medium for heart failure patient

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI796115B (en) * 2022-01-25 2023-03-11 動顏有限公司 Precise heart sound control external counterpulsation system and its application method
CN117409985A (en) * 2023-12-13 2024-01-16 中国科学院苏州生物医学工程技术研究所 Sleep monitoring and improving method, equipment and storage medium for heart failure patient
CN117409985B (en) * 2023-12-13 2024-03-22 中国科学院苏州生物医学工程技术研究所 Sleep monitoring and improving method, equipment and storage medium for heart failure patient

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