WO2019098410A1 - Photographing time display device, and device and method for diagnosing sleep-disordered breathing by using time display device - Google Patents
Photographing time display device, and device and method for diagnosing sleep-disordered breathing by using time display device Download PDFInfo
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- WO2019098410A1 WO2019098410A1 PCT/KR2017/012985 KR2017012985W WO2019098410A1 WO 2019098410 A1 WO2019098410 A1 WO 2019098410A1 KR 2017012985 W KR2017012985 W KR 2017012985W WO 2019098410 A1 WO2019098410 A1 WO 2019098410A1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4818—Sleep apnoea
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
- A61B5/1455—Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
- A61B5/316—Modalities, i.e. specific diagnostic methods
- A61B5/389—Electromyography [EMG]
Definitions
- the present invention relates to an apparatus and method for diagnosing a sleeping breath disorder using a time display apparatus and a time display apparatus, and more particularly, to an apparatus and method for detecting a sleeping state and a respiratory disorder, And more particularly, to a device and a method for diagnosing a sleeping breath disorder using a time display device.
- sleep disorders are disorders in which a person can not take a healthy sleep, takes a sufficient amount of time to sleep, but does not maintain a state of alertness during daytime activity, or has a disordered sleep rhythm.
- Sleep disturbances can be caused by a variety of causes, but sleep disordered breathing disorders are common. Examples of sleeping breathing disorders include snoring and sleep apnea.
- the sleep apnea is a disease characterized by repetitive obstruction of the upper airway during sleep, which lowers nighttime sleep efficiency, hinders deep sleep, and lowers blood oxygen saturation.
- the diagram image obtained by drawing the shape of the oral pharyngeal region corresponding to each moment from the multi-level sectional images obtained at each moment as a result of the oral pharyngeal examination by electron beam tomography is derived, And to analyze the change of the oral pharynx and the location of stenosis and occlusion more precisely.
- a photographing apparatus for photographing a cross-sectional image uses radiation, so that a photographer other than a patient (or a photographer) or a photographer operates the tomography apparatus in a place isolated from the tomography apparatus.
- the present invention has been made in view of the above problems, and it is an object of the present invention to provide a display device capable of accurately detecting a respiratory anomaly during a sleeping of a patient and displaying a tomographic imaging time point.
- the present invention reproduces the three-dimensional structure of the airway using a two-dimensional sectional image and reproduces the movement of the three-dimensional structure with the passage of time, thereby realizing a more accurate detection of the degree,
- a display device, a time display device, and a method for diagnosing a sleeping breathing disorder are included in the present invention.
- the present invention also relates to a photographing time display device, a sleeping breathing trouble diagnosis device and a method using the time display device, which can improve the visibility of position and degree of occurrence of stenosis and closure by comparing three- .
- the present invention also provides an apparatus and method for diagnosing sleep-disordered breathing using a point-of-view display apparatus and a point-and-click display apparatus capable of obtaining accurate information on the position and degree of obstruction and obstruction through various graph analysis .
- Another object of the present invention is to provide an apparatus and method for diagnosing a sleeping breath disorder using a pointing device capable of enlarging a part of a displayed graph and displaying data in a specific section in detail.
- an imaging time display apparatus includes an electromyogram detection unit for detecting an electromyogram of a subject, an oxygen saturation detection unit for detecting an oxygen saturation of the subject, a breathing state detection unit for detecting a respiration state of the examinee, A signal conversion unit for converting the detection results of the electromyogram detection unit, the oxygen saturation degree detection unit, and the breathing state detection unit into a digital signal; and an arithmetic processing unit for receiving the electromyogram, oxygen saturation, An arithmetic processing unit for calculating an exponent, and a display unit for displaying the apnea index calculated by the arithmetic processing unit and indicating that photographing is possible.
- the arithmetic processing unit may weight the electromyogram, the oxygen saturation, and the respiration state, respectively, so that the apnea index can be determined by the breathing state element.
- each of the EMG and the oxygen saturation may be used to check whether the respiratory state element is erroneous, without giving weight to the determination of the apnea index.
- the arithmetic processing unit calculates apnea index using the following equation (1).
- the display unit includes an exponential display unit for displaying the apnea index numerically, a graphical display unit 62 for displaying the degree of apnea index in a graph, ).
- the apparatus for diagnosing a sleeping breath disorder using the viewpoint display apparatus includes a two-dimensional image processing unit 100 for processing a cross-sectional image of an oral pharyngeal region photographed through the image capturing means 110; A three-dimensional image processing unit 300 for forming a three-dimensional model of the oral pharynx using the image processed by the two-dimensional image processing unit 100; An animation processing unit 400 for shaping the movement of the oral pharynx using the three-dimensional image of the three-dimensional image processing unit 300; A graph processor 500 for providing a graph indicating the constriction and the closed interval of the oral pharynx using the minimum area, the maximum area, and the average area of the oral pharynx; A wearable device 600 that is usually worn by the examinee to provide normal sleep time and water level data; A control unit 700 for receiving the sleeping time and sleeping degree data of the wearable device 600 through the communication unit 710 and determining the reliability of the inspection; An electromyogram detecting unit, an oxygen saturation detecting unit,
- the graph processor 500 obtains a percentage of a difference between a maximum area and a minimum area with respect to a maximum area of the oral pharynx, and displays the percentage of difference between the maximum area and the minimum area at each position of the three-
- the exact location and extent of the stenosis is indicated by determining the area of the awakening state and the minimum area of the oral pharyngeal position in the sleeping state so that the occurrence of the snoring can be confirmed and the total airway area of the three-
- the average airway area is divided by the scan time, and the stage of the sleeping person's sleep disorder can be confirmed.
- the method for diagnosing a sleeping breathing disorder using the viewpoint display apparatus includes the steps of: a) extracting a two-dimensional cross-sectional image of the oral pharyngeal region photographed through the image capturing means 110, ; b) forming a three-dimensional model of the oral pharynx by laminating the oral pharyngeal two-dimensional images on a position-by-position basis and rendering an interval therebetween; c) arranging the three-dimensional models of the oral pharynx in chronological order, and interpolating and animating the three-dimensional models; d) The percentage of the difference between the maximum area and the minimum area for the maximum area of the three-dimensional model of the oral pharynx is obtained and displayed for each position of the three-dimensional model of the oral pharynx to determine whether or not the snoring has occurred Or displays the minimum area of each position of the three-dimensional model of the oral cavity in the awakening state and the sleeping state to indicate the exact position and degree of occurrence of
- the normal sleeping time and sleeping degree data of the examinee can be received from the wearable device worn by the examinee, and the reliability of the diagnosis result can be evaluated.
- the photographing time point display apparatus detects the electromyogram and the oxygen saturation in the sleep state of the patient to measure whether or not the breathing abnormality is in the sleep state and displays the measurement result so that the photographer at another isolated position can easily confirm it, So that the radiation exposure of the patient can be minimized.
- an apparatus and method for diagnosing a sleeping breath disorder using the time display apparatus of the present invention can reproduce a three-dimensional structure of airway using a two-dimensional sectional image and reproduce the movement of a three- Accurate detection of the degree, position, and timing of the subject can be performed, thereby enabling accurate diagnosis.
- the present invention can improve visibility by mapping color according to the position and degree of stenosis and obstruction by comparing the three-dimensional structure at the time of awakening and sleep, thereby providing a diagnostic result that can be easily understood even from the standpoint of a non-specialist There is an effect.
- the present invention can obtain accurate information on the position and degree of stenosis and obstruction through various graph analysis, and it is possible to perform an objective diagnosis without subjective judgment intervention of an expert.
- the present invention can enlarge and display a part of the graph by selecting a part of the graph, thereby enabling more accurate data analysis.
- FIG. 1 is a configuration diagram of a photographing time display apparatus according to a preferred embodiment of the present invention.
- FIG. 2 is a waveform diagram showing an example of an airflow waveform detected by the breathing state detecting unit 30.
- FIG. 2 is a waveform diagram showing an example of an airflow waveform detected by the breathing state detecting unit 30.
- FIG. 3 is a waveform diagram showing an example of the carbon dioxide concentration waveform detected by the breathing state detecting unit 30. As shown in FIG.
- Fig. 4 is a configuration diagram of one embodiment of the display unit 60.
- FIG. 5 is a block diagram of a sleeping breathing disorder diagnosis apparatus according to a preferred embodiment of the present invention.
- FIG. 6 is an example of a screen of the display unit 800 in a state where a region of interest is detected in a two-dimensional sectional image.
- FIG. 7 is an example of a screen of the display unit 800 that displays the completed three-dimensional model of the oral pharyngeal.
- FIG. 8 is a result of mapping a color to a three-dimensional modeling result in the volume rendering module 310 using the color mapping module 320 of the 3D image processing unit 300.
- 9 to 12 are examples of a test result graph processed in the graph processor 500, respectively.
- EMG detector 20 Oxygen saturation detector
- ROI extraction module 200 ROI extraction module 200:
- 300 three-dimensional image processing unit 310: volume rendering module
- control unit 710 communication unit
- " comprises " and / or " comprising " when used herein should be interpreted as specifying the presence of stated shapes, numbers, steps, operations, elements, elements, and / And does not preclude the presence or addition of one or more other features, integers, operations, elements, elements, and / or groups.
- " and / or " includes any and all combinations of one or more of the listed items.
- first, second, etc. are used herein to describe various elements, regions and / or regions, it is to be understood that these elements, parts, regions, layers and / . These terms do not imply any particular order, top, bottom, or top row, and are used only to distinguish one member, region, or region from another member, region, or region. Thus, the first member, region or region described below may refer to a second member, region or region without departing from the teachings of the present invention.
- FIG. 1 is a configuration diagram of a photographing time display apparatus according to a preferred embodiment of the present invention.
- a photographing time display apparatus includes an electromyogram detecting unit 10 for detecting an electromyogram of a sleeping breathing obstacle examinee (patient), an oxygen saturation detecting unit 10 for detecting an oxygen saturation of a sleeping breathing obstacle examinee A respiration state detecting unit 30 for measuring the respiratory flow of the sleeping breathing obstacle examinee and a detection result of the electromyogram detecting unit 10, the oxygen saturation detecting unit 20 and the breathing state detecting unit 30, An arithmetic processing unit 50 for assigning weights to the elements of the output of the signal converting unit 40 and outputting the result of the arithmetic operation, And displays the result of the calculation in a different color according to the numerical value, thereby making it easy for the photographer at a distance to check the display.
- the electromyogram detecting unit 10 detects the electrical activity state of the muscles used by the sleeping patient while breathing. Normally, when the muscle is contracted or stimulated, electrical activity occurs and current is generated. In the apnea state, no current is generated because the muscle is not contracted or stimulated.
- the detection of EMG can be used as an element to confirm sleeping breathing disorder status.
- Oxygen saturation refers to the ratio of the amount of hemoglobin bound to oxygen in the blood as a ratio. In the apnea state, the ratio of oxygen to bound hemoglobin is measured to determine whether the patient is in a normal breathing state or in an apnea state.
- the oxygen saturation detecting unit 20 can detect the breathing state by detecting the ratio of the hemoglobin combined with the oxygen.
- the breathing state detector 30 directly measures the breathing state of the sleeping breathing obstacle examinee. It is possible to measure the air flow generated by respiration by separating the inspiration from the expiration by establishing the air flow sensor around the nose and mouth of the examinee and to confirm the state without respiration.
- FIG. 2 is a waveform diagram showing an example of an airflow waveform detected by the breathing state detecting unit 30.
- FIG. 2 is a waveform diagram showing an example of an airflow waveform detected by the breathing state detecting unit 30.
- the breathing state detector 30 outputs a signal of a specific waveform in a direction in which the voltage increases in the breath interval and a waveform in which the voltage decreases in the breath interval.
- the section where the waveform is regularly repeated is a section in which normal breathing is performed.
- the section where the voltage is maintained without changing the voltage after the breath section is the breath section after the breath section is not started, Is present.
- the duration of the apnea interval A has continued for a predetermined time or more, it can be determined that the apnea is currently in the sleep state. Specifically, if the duration of the apnea interval A is 5 seconds or more, it can be determined that the apnea state is the apnea state.
- the breathing state detection unit 30 further includes a sensor for detecting carbon dioxide in addition to the sensor for detecting the direction and intensity of the airflow.
- FIG. 3 is a waveform diagram showing an example of the carbon dioxide concentration waveform detected by the breathing state detecting unit 30. As shown in FIG.
- the concentration of carbon dioxide detected by the breathing state detecting unit 30 increases with exhalation, decreases with the concentration of carbon dioxide in the atmosphere upon inhalation, and decreases with the concentration of carbon dioxide in the atmospheric state even in the apneic interval.
- the concentration of carbon dioxide is indicated by 50 and 25, not the measured concentration, but the set value, the maximum concentration of carbon dioxide is 50, and the average value is 25.
- the maximum value of the concentration of carbon dioxide in the normal breathing state is set to 50, and the average value is set to 25.
- the value is 3 ⁇ 4, which is much lower than 25.
- the set value of the carbon dioxide detected by the breathing state detecting unit 30 can be understood as a value previously converted to calculate the apnea index.
- the results detected by the electromyogram detector 10, the oxygen saturation detector 20, and the breathing state detector 30 are supplied to the signal converter 40 and converted into digital signals.
- the signals converted by the signal converting unit 40 are input to the arithmetic processing unit 50, and the arithmetic processing unit 50 outputs the result indicating the shooting time according to the respiration state in consideration of each signal.
- the arithmetic processing unit 50 may be a processor including a specific algorithm and may be configured to assign weights to detection results of the electromyogram detector 10, the oxygen saturation detector 20 and the respiration state detector 30, To calculate the apnea index.
- the arithmetic processing unit 50 sets the weight of the detection result of the respiration state detection unit 30 to the highest and the weight of the detection result of the electromyogram detection unit 10 to the lowest.
- the respiration state detecting unit 30 measures the change in the concentration (set value) of carbon dioxide by direct breathing, and thus the detection result with high accuracy and reliability can be obtained.
- the detection result of the electromyogram detecting unit 10 The result can be included by the motion, and reliability can be lowered.
- the algorithm used in the arithmetic processing unit 50 can be expressed by the following equation (1).
- the measured carbon dioxide level (breathing level) and the normal carbon dioxide level are average values during the set time (5 seconds, etc.). In the normal case, the value is 25. As described above, If the value is low, it can be judged to be the inspiratory section or the apnea section.
- a value significantly lower than 25 lasts more than 5 seconds, it can be specified as the apnea interval.
- i, j and k are values that can be set by the operator, i is 0.5 to 0.8 (50 to 80% weighted), j is 0.1 to 0.3 (10 to 30% To 0.2 (10 to 20% weighted value).
- the calculated carbon dioxide level is 4 indicating an apnea state and the normal carbon dioxide level is 25, and when i representing a weight value of the respiratory state is 0.8, the calculation result for the breathing state element is 12.8, This value, the calculated value for the oxygen saturation factor, and the calculated value of the EMF variance element are added, and then the apnea index, which is the value obtained by subtracting 100 from the calculated value, is at least 50 or more.
- the carbon dioxide level is 25
- the calculation result for the breathing state element is 80 and the apnea index is less than 20.
- the apnea index has a larger value when it is in the apnea state, and the apnea state can be confirmed by comparing the calculated apnea index with a certain reference value.
- the criterion that can be taken is based on the time when the apnea index is 50.
- the oxygen saturation (SPO2) is 97% normal and less than 95% hypoxemia based on the arterial blood pressure (SaO2). Severity is less than 75%.
- the severe 70% is measured in Equation 1, and when the weight j is 0.1, the calculated value of the oxygen saturation factor is 0.93, which is a very small value.
- Such an oxygen saturation factor has a great influence on the judgment of the sleep apnea And can be used to check the reliability of the above respiratory condition elements or the malfunction of the device.
- the EMG element is also a smaller value than the oxygen saturation element and can be used to check the reliability of the respiratory state element and the malfunction of the device, rather than to determine the apnea state.
- the processing result of the arithmetic processing unit 50 is displayed on the display unit 60.
- Fig. 4 is a configuration diagram of one embodiment of the display unit 60.
- the display unit 60 includes an exponent display unit 61 for displaying the apnea index processed by the arithmetic processing unit 50 in numerical form and a display unit for displaying the degree of the apnea index in a graph, As shown in FIG.
- the photographing time display apparatus detects the breathing state, the electromyogram and the oxygen saturation of the examinee who is examined for the sleeping breathing disorder, checks whether there is an abnormality in the current breathing, It is possible to solve the conventional problem that it is difficult to confirm the respiration state of the current examinee by being located at a long distance.
- the data of the arithmetic processing unit 50 may be used as input data of the sleeping breathing fault diagnosis apparatus, which will be described in more detail later.
- FIG. 5 is a block diagram of an apparatus for diagnosing a sleep-disordered breathing using a viewpoint display apparatus according to a preferred embodiment of the present invention.
- the apparatus for diagnosing a sleeping breath disorder using the viewpoint display apparatus includes a two-dimensional image processing unit 100
- a 3D image processor 300 for converting the image of the two-dimensional image processor 100 into a three-dimensional image
- a control unit 300 for controlling the three- An animation processing unit 400 for shaping the movement of the oral pharynx using the three-dimensional image of the mouth 300, a graph processing unit 500 for displaying a test result in a graph according to an operator input through the interface unit 200,
- a control unit 700 for receiving the information detected by the wearable device 600 worn by the wearer through the communication unit 710 to judge the quality of the sleeping surface and reflecting the result on the inspection result and controlling each part;
- Image location A display unit 800 for displaying processing results of the display unit 100, the three-dimensional image processing unit 300, the animation processing unit 400, and the graph processing unit 500;
- An oxygen saturation degree, and a respiration state to confirm the EMG, oxygen saturation, and respiration state at the time of photographing of the sectional image
- the image photographing means 110 is a means capable of photographing a section of the oral pharyngeal, such as an electron beam tomograph, a magnetic resonance photographing apparatus, etc., and can be used regardless of the specific means.
- the image capturing means 110 performs multi level shooting for changing the position a plurality of times and photographing a plurality of times at the same position so as to confirm the shape change of the oral ocular at each position with the passage of time Dimensional cross-sectional image can be obtained.
- the two-dimensional sectional image photographed by the image photographing means 110 is stored in the two-dimensional image processing unit 100.
- the operator can input a control command through the interface unit 200 and display the control command on the display unit 800 .
- the image capturing means 110 photographs a single layer, the tomographic image of the human body region including the shape of the oral cavity to be treated in the present invention is photographed, and the mouth pharyngeal region occupying only a part of the pixel region in the two- .
- the two-dimensional image processing unit 100 preferably includes a ROI extraction module 120 for extracting and extracting only the mouth pharyngeal region as a ROI.
- the ROI module 120 is equipped with an algorithm for finding the mouth pharynx in a two-dimensional sectional image, and the algorithm can be applied in various ways.
- the image displayed on the display unit 800 is checked to display some pixels of the oral pharynx
- the point of interest extraction module 120 detects the pixels adjacent to the initial point and the brightness range within a predetermined initial point and brightness range to designate a region of interest and extract the region of interest.
- FIG. 6 is an example of a screen of the display unit 800 in a state where a region of interest is detected in a two-dimensional sectional image.
- the two-dimensional image processing unit 100 can extract only the sectional images of the oral pharyngeal used for the diagnosis of the sleep-disordered breathing using the ROI extraction module 120.
- Another example of an algorithm that can be used in the ROI module 120 is to store data of various types of oral pharyngeal cross-sectional images and to set the ROI as a region of interest by searching for a shape similar to the oral pharyngeal cross-sectional image in the current cross-sectional image Can be used.
- the three-dimensional image processing unit 300 After extracting only the section image of the oral pharyngeal region as an area of interest in the two-dimensional image processing unit 100, the three-dimensional image processing unit 300 models the oral pharyngeal image as a three-dimensional image using the extracted sectional images of the oral pharyngeal region.
- the three-dimensional image processing unit 300 includes a volume rendering module 310 for forming a three-dimensional model by stacking two-dimensional sectional images of the extracted oral pharyngeus, a volume rendering module 310 for forming a three- And a color mapping module 320 for mapping the color to the 3D model to increase the visibility.
- the volume rendering module 310 stacks the sectional images of the oral cavity extracted from the two-dimensional image processing unit 100 in a virtual three-dimensional space according to the positions thereof, and performs volume rendering Algorithm to form a three-dimensional model of the oral pharyngeal.
- the three-dimensional model of the oral pharynx is different according to the change of time (change of respiration), and therefore, the three-dimensional models of the oral pharynx are arranged in chronological order, and the shape of the oral pharynx do.
- FIG. 7 is an example of a screen of the display unit 800 that displays the completed three-dimensional model of the oral pharyngeal.
- the three - dimensional model of the oral pharyngeal can be rotated to the left and right, which makes it easy to identify anterior or posterior stenosis or bilateral stenosis which can not be confirmed in a two - dimensional image.
- the present invention can receive a signal of the photographing time display device that detects the EMG, oxygen saturation, and breathing state at the photographing time described above through the external interface unit 900, and can input the inputted EMG, oxygen saturation, And images can be compared to make a more accurate diagnosis.
- the image taken using the image capturing means 110 is photographed when the subject is awake and in the sleep state, and the change in the shape of the oral pharynx in the awakening state and the sleep state can be easily compared through the three-dimensional model.
- FIG. 8 is a result of mapping a color to a three-dimensional modeling result in the volume rendering module 310 using the color mapping module 320 of the 3D image processing unit 300.
- the color mapping module 320 operates according to an algorithm for mapping and displaying different colors according to the degree of stenosis and closure so that predetermined colors are mapped according to the degree of stenosis and occlusion.
- a portion indicated by a red color is a portion where a lesion is suspected due to intense stenosis or obstruction.
- the oral pharynx is generated as a three-dimensional model, and the lesion suspicious part can be easily identified by displaying different colors according to the degree of stenosis and occlusion, and the degree can be easily confirmed.
- the three-dimensional image processing unit 300 performs three-dimensional modeling and color mapping of the oral pharyngeal, and the result is processed as a moving image in the animation processing unit 400.
- the three-dimensional image generated by the three-dimensional image processing unit 300 is an image of the shooting moment of the image shooting unit 110, and the animation processing unit 400 arranges the three-dimensional images in chronological order.
- the three-dimensional image can be animated by determining the change process of the arranged three-dimensional images as the change over the same time as the photographing time interval of the image photographing means 110.
- the present invention can more clearly confirm the difference in shape change of the oral pharyngeal during respiration in the sleeping or awake state.
- the graph processing unit 500 controls the position, degree, degree of treatment, and whether or not the operation is performed according to the degree and degree of stenosis and closure by the control unit 700, which receives the control command of the operator through the interface unit 200 Graphs the test results for easy identification.
- the graph of the test result is displayed for each of the awakening state and the sleeping state, and various examination results can be confirmed using the maximum area, the minimum area, and the average area of the oral pharyngeal in each of the awakening state and the sleeping state.
- FIG. 9 is an example of a graph of a test result processed in the graph processor 500.
- FIG. 9 there is a graph of a percentage of a difference between a maximum area and a minimum area with respect to a maximum area at a corresponding height.
- the x-axis represents the ratio (%) value
- the y-axis represents the measurement position.
- FIG. 10 is another example of the inspection result graph processed in the graph processing unit 500.
- FIG. 10 is another example of the inspection result graph processed in the graph processing unit 500.
- the graph processor 500 may display a minimum area of each position of the oral pharynx.
- the x axis is the area
- the y axis is the position, and indicates the minimum area of the oralopharyngeal position in the awakening state and the sleeping state.
- FIG. 11 is another example of the inspection result graph processed in the graph processing unit 500.
- FIG. 11 is another example of the inspection result graph processed in the graph processing unit 500.
- the total airway area at each position is divided by the scan time, which is the average airway area of the examinee.
- the mean airway area is the stage of sleep disturbance of the examinee, and the smaller the average airway area, the more dangerous it is.
- the graphs shown in Figs. 9, 10, and 11 can be displayed on the display unit 800, respectively, and can be simultaneously displayed as shown in Fig. 12 to display a comprehensive result.
- VI indicates the degree of vibration, which is the resultant value in FIG. 9, and TAMA, the average airway area, which is the resultant value in FIG.
- the display unit 800 is configured by a touch screen method. When a specific position is displayed in a state where a graph is displayed, a graph of the corresponding position can be enlarged and displayed.
- the above-described examples of the present invention are based on a two-dimensional tomographic image of a mouth pharynx taken at a hospital by a examinee visiting the hospital and performing a tomography of the oral pharynx in a state of awakening and sleeping. Because you can get narrower, you need to use your usual sleep data.
- the wearable device 600 includes at least a sensor capable of detecting the sleeping time and the degree of the sleeping, and a communication means capable of transmitting sleeping time and degree data to the outside.
- the wearable device 600 may be a smart band, a smart watch, or the like.
- the communication means may be an internet connection, a short-range wireless communication, or a cable, and may be connected to an external device to transmit data on sleeping time and degree.
- the communication unit 710 of the control unit 700 receives the normal sleeping time and sleeping degree data of the examinee from the wearable device 600 through a possible method such as an Internet connection, a near field wireless communication, a cable connection, And the reliability of the test results described above can be determined in consideration of this.
- the reliability of the test result is evaluated to be low so that the test can be resumed.
- the present invention enables to accurately determine the breathing state of the examinee from a distance, to know the photographing time point, to obtain the three-dimensional model of the oral pharynx of the examinee, to display the movement with time, What can be done accurately is the possibility of industrial application.
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Claims (10)
- 수진자의 근전도를 검출하는 근전도 검출부;An electromyogram detection unit for detecting an electromyogram of the examinee;수진자의 산소포화도를 검출하는 산소포화도 검출부;An oxygen saturation detector for detecting the oxygen saturation of the examinee;수진자의 호흡상태를 검출하는 호흡상태 검출부;A breathing state detecting unit for detecting a breathing state of the examinee;상기 근전도 검출부, 산소포화도 검출부 및 호흡상태 검출부의 검출결과를 디지털신호로 변환하는 신호변환부;A signal converter for converting the detection results of the electromyogram detector, the oxygen saturation detector, and the breathing state detector into a digital signal;상기 신호변환부에서 디지털신호로 변환된 근전도, 산소포화도 및 호흡상태신호를 입력받아 연산처리하여 무호흡지수를 산출하는 연산처리부; 및An arithmetic processing unit for receiving an EMG, an oxygen saturation, and a breathing state signal converted into a digital signal by the signal converting unit and calculating an apnea index; And상기 연산처리부에서 산출된 무호흡지수를 표시함과 아울러 촬영이 가능함을 색상으로 표시하는 표시부를 포함하여 된 것을 특징으로 하는 촬영 시점표시장치.And a display unit for displaying the apnea index computed by the computation processor and indicating that photographing is possible.
- 제1항에 있어서,The method according to claim 1,상기 연산처리부는,Wherein the arithmetic processing unit comprises:상기 근전도, 산소포화도 및 호흡상태 각각에 대하여 가중치를 두어, 호흡상태요소에 의해 무호흡지수가 결정되도록 하는 것을 특징으로 하는 촬영 시점표시장치.Wherein a weight is set for each of the electromyogram, the oxygen saturation and the respiration state so that the apnea index is determined by the breathing state element.
- 제2항에 있어서,3. The method of claim 2,상기 근전도와 산소포화도 각각은 가중치를 낮게 부여하여, 무호흡지수의 결정에 영향을 주지 않고, 상기 호흡상태요소의 오류 여부를 확인하기 위해 사용되는 것을 특징으로 하는 촬영 시점표시장치.Wherein each of the electromyogram and the oxygen saturation is used to determine whether the respiration state element is erroneous without giving weight to the determination of the apnea index and to determine whether the respiration state element is erroneous.
- 제4항에 있어서,5. The method of claim 4,상기 수학식1에서, In the above equation (1)가중치 i, j, k는 설정 가능한 값이며, i는 0.5~0.8(50~80% 가중치), j는 0.1~0.3(10~30% 가중치), k = 0.1~0.2(10~20% 가중치)인 것을 특징으로 하는 촬영 시점표시장치.The weighting values i, j and k are settable values, i is 0.5 to 0.8 (50 to 80% weighted), j is 0.1 to 0.3 (10 to 30% weighted), k is 0.1 to 0.2 (10 to 20% Is displayed on the display unit (10).
- 제4항에 있어서,5. The method of claim 4,상기 표시부는, The display unit includes:상기 무호흡지수를 숫자로 표시하는 지수표시부와,An index display unit for displaying the apnea index as a number,무호흡 지수의 정도를 그래프로 표시하되 호흡상태와 무호흡상태를 색상으로 구분하여 표시하는 그래픽표시부(62)를 포함하는 촬영 시점표시장치.And a graphical display unit (62) displaying the degree of the apnea index as a graph, and displaying the breathing state and the apnea state as colors.
- 영상촬영수단(110)을 통해 촬영된 구강인두 영역의 단면 영상을 처리하는 2차원 영상처리부(100);A two-dimensional image processing unit (100) for processing a sectional image of the oral pharyngeal region photographed through the image capturing means (110);상기 2차원 영상처리부(100)에서 처리된 영상을 이용하여 구강인두의 3차원 모델을 형성하는 3차원 영상처리부(300); A three-dimensional image processing unit 300 for forming a three-dimensional model of the oral pharynx using the image processed by the two-dimensional image processing unit 100;상기 3차원 영상처리부(300)의 3차원 영상을 이용하여 구강인두의 움직임을 형상화하는 에니메이션처리부(400);An animation processing unit 400 for shaping the movement of the oral pharynx using the three-dimensional image of the three-dimensional image processing unit 300;상기 구강인두의 최소면적, 최대면적, 평균면적을 이용하여 구강인두의 협착 및 폐쇄 구간을 표시하는 그래프를 제공하는 그래프처리부(500);A graph processor 500 for providing a graph indicating the constriction and the closed interval of the oral pharynx using the minimum area, the maximum area, and the average area of the oral pharynx;수진자가 평소 착용하여 평상시 수면 시간과 수면 정도 데이터를 제공하는 웨어러블 장치(600);A wearable device 600 that normally wears the examinee to provide normal sleep time and water level data;상기 웨어러블 장치(600)의 수면 시간과 수면 정도 데이터를 통신부(710)를 통해 수신하여 검사의 신뢰성을 판단하는 제어부(700); 및A control unit 700 for receiving the sleeping time and sleeping degree data of the wearable device 600 through the communication unit 710 and determining the reliability of the inspection; And수진자의 근전도, 산소포화도, 호흡상태를 각각 검출하는 근전도 검출부, 산소포화도 검출부, 호흡상태 검출부와, 상기 근전도 검출부, 산소포화도 검출부 및 호흡상태 검출부의 검출결과를 디지털신호로 변환하는 신호변환부와, 상기 신호변환부에서 디지털신호로 변환된 근전도, 산소포화도 및 호흡상태신호를 입력받아 연산처리하여 무호흡지수를 산출하는 연산처리부와, 상기 연산처리부에서 산출된 무호흡지수를 표시함과 아울러 촬영이 가능함을 색상으로 표시하는 표시부를 구비하는 촬영 시점표시장치로부터 촬영시점에서의 근전도, 산소포화도 및 호흡상태를 수신하여 상기 제어부(700)에 제공하는 외부인터페이스부(900)를 포함하는 시점표시장치를 이용한 수면성 호흡장애 진단장치. An electromyogram detecting unit, an oxygen saturation detecting unit, a breathing state detecting unit, a signal converting unit for converting detection results of the electromyogram detecting unit, the oxygen saturation detecting unit, and the breathing state detecting unit into digital signals, An arithmetic processing unit which receives the electromyogram, the oxygen saturation and the respiration state signal converted into the digital signal by the signal converting unit and calculates the apnea index by calculating the apnea index and the apnea index calculated by the arithmetic processing unit, And an external interface unit 900 that receives the electromyogram, oxygen saturation, and breathing state at the time of photographing from the photographing time display apparatus having the display unit having the color display unit and provides the control unit 700 with the visual information Diagnostic device for sexual breathing disorders.
- 제7항에 있어서,8. The method of claim 7,상기 그래프처리부(500)는,The graph processor 500,상기 구강인두의 최대면적에 대한 최대면적과 최소면적의 차의 백분률을 구하여, 상기 구강인두의 3차원 모델의 위치마다 표시함으로써, 코골이의 발생여부를 확인할 수 있도록 하며,The percentage of the difference between the maximum area and the minimum area with respect to the maximum area of the oral pharynx is obtained and displayed for each position of the three-dimensional model of the oral pharynx,각성 상태와 수면 상태의 구강인두 위치별 최소면적을 구하여, 협착이 일어나는 정확한 위치와 정도를 표시하며, The minimum area of the oropharyngeal position of the awakening state and the sleeping state is determined to indicate the exact position and degree of the stenosis,상기 구강인두의 3차원 모델의 기도 면적의 총합을 스캔시간으로 나누어 평균 기도 면적을 구하여, 수진자의 수면장애의 단계를 확인할 수 있도록 하는 시점표시장치를 이용한 수면성 호흡장애 진단장치.The apparatus for diagnosing a sleeping breathing disorder using a pointing device that can determine the stage of a sleeping person's sleeping disorder by dividing the total airway area of the three-dimensional model of the oral pharynx by the scan time to obtain an average airway area.
- a) 영상촬영수단(110)을 통해 촬영된 구강인두 영역의 2차원 단면 영상으로부터 관심영역인 구강인두 2차원 영상을 추출하는 단계;a) extracting an oral pharyngeal two-dimensional image, which is a region of interest, from a two-dimensional sectional image of the oral pharyngeal region photographed through the image capturing means 110;b) 상기 구강인두 2차원 영상을 위치별로 적층하고, 그 사이 간격을 랜더링하여 구강인두의 3차원 모델을 형성하는 단계;b) forming a three-dimensional model of the oral pharynx by laminating the oral pharyngeal two-dimensional images on a position-by-position basis and rendering an interval therebetween;c) 상기 구강인두의 3차원 모델을 시간 순으로 배열하고, 그 사이를 보간하여 에니메이션화하는 단계;c) arranging the three-dimensional models of the oral pharynx in chronological order, interpolating and animating the three-dimensional models of the oral pharynx;d) 상기 구강인두의 3차원 모델의 위치별 최대면적에 대한 최대면적과 최소면적의 차의 백분률을 구하여, 상기 구강인두의 3차원 모델의 위치마다 표시함으로써, 코골이의 발생여부를 확인할 수 있도록 하거나, d) The percentage of the difference between the maximum area and the minimum area for the maximum area of the three-dimensional model of the oral pharynx is obtained and displayed for each position of the three-dimensional model of the oral pharynx to determine whether or not the snoring has occurred However,각성 상태와 수면 상태에서의 상기 구강인두 3차원 모델의 위치별 최소면적을 표시하여, 협착 또는 폐쇄가 일어나는 정확한 위치와 정도를 표시하거나, The minimum area of each position of the oral pharyngeal three-dimensional model in the awakening state and the sleep state is displayed to indicate the exact position and degree of the stenosis or obstruction,상기 구강인두의 3차원 모델의 기도 면적의 총합을 스캔시간으로 나누어 평균 기도 면적을 구하여, 수진자의 수면장애의 단계를 확인할 수 있도록 하는 단계; 및Determining the average airway area by dividing the total airway area of the three-dimensional model of the oral pharynx by the scan time so as to identify the stage of the sleeping person's sleeping disorder; Ande) 상기 영상촬영수단(110)을 이용하여 촬영시점을 결정하기 위한 수진자의 근전도, 산소포화도, 호흡상태를 입력받아 촬영된 영상의 촬영 시점에서의 근전도, 산소포화도, 호흡상태를 확인하는 단계를 더 포함하는 시점표시장치를 이용한 수면성 호흡장애 진단방법.e) confirming the electromyogram, oxygen saturation and breathing state of the photographed image of the photographed image by inputting the electromyogram, oxygen saturation, and respiration state of the examinee for determining the photographing time using the image photographing means 110; A method for diagnosing a sleep - disordered breathing using a time - pointing device.
- 제9항에 있어서,10. The method of claim 9,수진자의 평소 수면 시간과 수면 정도 데이터를 수진자가 착용한 웨어러블 장치로부터 수신하여, 진단 결과의 신뢰도를 평가하는 단계를 더 포함하는 시점표시장치를 이용한 수면성 호흡장애 진단방법.Further comprising the step of receiving normal sleeping time and sleeping degree data of the examinee from a wearable device worn by the examinee and evaluating the reliability of the diagnosis result.
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KR100458421B1 (en) * | 2002-04-17 | 2004-11-26 | 주식회사 인피니트테크놀로지 | Image processing apparatus and method for diagnosing sleep-induced respiratory distress syndrome |
KR20110088138A (en) * | 2010-01-28 | 2011-08-03 | 충북대학교 산학협력단 | Device and method to detect sleep apnea and classify its type |
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US20150209001A1 (en) * | 2014-01-29 | 2015-07-30 | University Of Maryland, Baltimore | Ultrasound Localization of Obstruction for Obstructive Sleep Apnea |
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KR100458421B1 (en) * | 2002-04-17 | 2004-11-26 | 주식회사 인피니트테크놀로지 | Image processing apparatus and method for diagnosing sleep-induced respiratory distress syndrome |
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US20140188006A1 (en) * | 2011-05-17 | 2014-07-03 | University Health Network | Breathing disorder identification, characterization and diagnosis methods, devices and systems |
US20150209001A1 (en) * | 2014-01-29 | 2015-07-30 | University Of Maryland, Baltimore | Ultrasound Localization of Obstruction for Obstructive Sleep Apnea |
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