CN112451764A - Drainage device and control method thereof - Google Patents

Drainage device and control method thereof Download PDF

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Publication number
CN112451764A
CN112451764A CN202011435378.6A CN202011435378A CN112451764A CN 112451764 A CN112451764 A CN 112451764A CN 202011435378 A CN202011435378 A CN 202011435378A CN 112451764 A CN112451764 A CN 112451764A
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CN
China
Prior art keywords
drainage
height
interval
bottle
data
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Pending
Application number
CN202011435378.6A
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Chinese (zh)
Inventor
余英
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Shenzhen Diman Medical Technology Co.,Ltd.
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余英
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Publication of CN112451764A publication Critical patent/CN112451764A/en
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M1/00Suction or pumping devices for medical purposes; Devices for carrying-off, for treatment of, or for carrying-over, body-liquids; Drainage systems
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/18General characteristics of the apparatus with alarm
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/33Controlling, regulating or measuring
    • A61M2205/3331Pressure; Flow
    • A61M2205/3334Measuring or controlling the flow rate
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2205/00General characteristics of the apparatus
    • A61M2205/33Controlling, regulating or measuring
    • A61M2205/3379Masses, volumes, levels of fluids in reservoirs, flow rates
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61MDEVICES FOR INTRODUCING MEDIA INTO, OR ONTO, THE BODY; DEVICES FOR TRANSDUCING BODY MEDIA OR FOR TAKING MEDIA FROM THE BODY; DEVICES FOR PRODUCING OR ENDING SLEEP OR STUPOR
    • A61M2210/00Anatomical parts of the body
    • A61M2210/06Head
    • A61M2210/0693Brain, cerebrum

Abstract

The invention discloses a drainage device, which comprises a bracket and a mounting rack for mounting a drainage bottle, and also comprises: the lifting mechanism is connected with the mounting rack and is used for controlling the mounting rack to lift relative to the support; the flow rate measurer is arranged on the mounting rack and is used for measuring the drainage speed of the drainage bottle; the controller is connected with the flow rate measurer and the lifting mechanism, and the controller is used for controlling the lifting mechanism to lift the mounting frame according to the drainage speed so as to adjust the height of the drainage bottle. By implementing the embodiment of the invention, the height of the drainage bottle is adjusted by using the drainage speed measured in real time, so that the adjustment accuracy can be improved, excessive drainage or insufficient drainage is avoided, medical personnel do not need to record the drainage condition constantly, automatic adjustment is realized, and human resources are greatly saved. The invention also discloses a control method of the drainage device, which is used for realizing the control of the lifting of the mounting frame.

Description

Drainage device and control method thereof
Technical Field
The invention relates to the technical field of medical instruments, in particular to a drainage device and a control method thereof.
Background
The craniocerebral external drainage is a common treatment means in clinical craniotomy, and cerebrospinal fluid and intracranial hematocele are drained to the outside of the brain through an external drainage system, so that the pressure of brain tissues is relieved, and the craniocerebral external drainage and drainage can play a role in controlling intracranial pressure and relieving encephaledema. The most important thing of continuous craniocerebral external drainage is how to control the drainage speed of drainage liquid with different characters, excessive drainage can be caused at an excessively high speed, intracranial hemorrhage is caused, life is threatened, drainage is unsmooth at an excessively low speed, finally, the drainage tube is easy to block due to the small inner diameter of the drainage tube, and finally, the occurrence of intracranial infection is aggravated or a satisfactory treatment effect cannot be obtained. The existing craniocerebral external drainage system mainly comprises a drainage catheter, a drainage bottle and a effusion bag. The drainage catheter is placed into the intracranial cavity to drain cerebrospinal fluid or blood to the drainage bottle, and the effusion bag collects drainage flowing out of the drainage bottle. The height of the drainage bottle can regulate and control the drainage speed, and the height of the drainage bottle directly reflects the height of intracranial pressure to be controlled. Too high position can lead to unsmooth drainage, and too low position can lead to too much drainage, which is easy to cause low intracranial pressure and lead to complications such as intracranial hemorrhage.
In the practical clinical work, a clinician fixes the drainage bottle on a bedside by using an adhesive tape or a hook, selects a proper position for visual inspection by experience during adjustment, generally controls the hanging height to be 15-20CM above the external auditory canal, has great subjectivity and has no objective reference basis, so that the height accuracy is poor, and the height cannot be accurately adjusted. In order to solve the problems, the support capable of manually adjusting the height of the drainage bottle appears in the prior art, the drainage bottle is arranged on the support and can move up and down relative to the support, and the scale ruler is arranged on the support, so that the drainage bottle is convenient to see when being adjusted.
At present, although the adjustable support appearing on the market can change the height that the drainage bottle hung, this type of apparatus needs medical personnel whole journey special messenger to operate, and the operation process is strict. The adjustment of drainage bottle height often is based on the experience accumulation of observing patient's state of an illness and medical care, and the height that accurately adjusts the drainage bottle according to how much of drainage volume in a certain period of time comes in order to reach accurate clinically, and this period of time is difficult to do the record drainage volume constantly because of medical personnel clinically, can usually take the drainage total amount of previous 24 hours as the reference, and the consequence can lead to taking place the problem that the drainage is excessive or the drainage is not enough, and can't observe in advance and in time adjust the drainage scheme. Therefore, the current adjusting mode has hysteresis and is inaccurate in problem, excessive drainage or insufficient drainage is easily caused, great medical safety hidden trouble is caused, management related to craniocerebral external drainage in a medical institution is listed as an important item, and the current clinical manual adjusting solution needs to consume a large amount of manpower under the condition that medical care personnel are in short supply.
Disclosure of Invention
The invention aims to solve the technical problem of providing a drainage device and a control method thereof, and aims to solve the problem of over drainage or insufficient drainage caused by low height adjustment accuracy of a drainage bottle in the related art.
In a first aspect, the drainage device provided by the present invention includes a bracket and a mounting rack for mounting a drainage bottle, and the drainage device further includes: the lifting mechanism is connected with the mounting frame and is used for controlling the mounting frame to lift relative to the support; the flow rate measurer is arranged on the mounting rack and is used for measuring the drainage speed of the drainage bottle; the controller is connected with the flow rate measurer and the lifting mechanism, and the controller is used for controlling the lifting mechanism to lift the mounting frame according to the drainage speed so as to adjust the height of the drainage bottle.
Furthermore, the flow rate measurer is a dripping speed measurer, the dripping speed measurer is installed on the installation frame at a position corresponding to the mouth of the drainage bottle, and the dripping speed measurer is used for measuring the dripping speed of the drainage liquid in the drainage bottle.
Further, the drainage bottle also comprises a weight measurer which is connected with the controller, the weight measurer is arranged on the mounting rack at the position connected with the drainage bottle, and the weight measurer is used for measuring the weight of the drainage liquid.
Further, still include drainage switch, with the controller is connected, drainage switch installs on the mounting bracket, drainage switch be used for with leading-in drainage liquid extremely the drainage catheter connection of drainage bottle to open or close the leading-in of drainage liquid.
Further, the support comprises a mounting plate, the mounting plate is bent along the axis to form a first mounting plate and a second mounting plate, an included angle space is formed between the first mounting plate and the second mounting plate, the mounting plate is mounted on the side, facing away from the included angle space, of the second mounting plate, and the lifting mechanism is accommodated in the included angle space and connected with the mounting plate.
Further, elevating system include with the motor that the controller is connected and with the driving medium that the motor output is connected, the second mounting panel is equipped with first guiding hole along its axis, the driving medium passes first guiding hole with the mounting bracket transmission is connected so that the mounting bracket is followed first guiding hole is elevating movement.
Further, the mounting frame comprises a sliding plate and a hanging piece mounted on the sliding plate, the hanging piece is used for mounting the drainage bottle, and the transmission piece penetrates through the first guide hole and is fixed with the sliding plate.
Furthermore, the sliding plate is also provided with a limiting ring for the drainage bottle to penetrate through, wherein the caliber of the limiting ring is adjustable.
Further, still include a drive assembly, first mounting panel dorsad the one side in contained angle space is provided with the scale ruler, the zero point scale department of scale ruler set firmly with the detector at zero point that the controller is connected, it is used for surveing zero point position, a drive assembly is used for driving the scale ruler is followed the axis motion of first mounting panel extremely zero point position.
Furthermore, the first mounting plate faces towards one side of the included angle space, and a supporting piece used for being fixedly mounted with the outside is arranged on one side of the included angle space.
Further, still include the alarm, the alarm with the controller is connected, the alarm is used for the mounting bracket goes up and down to reporting to the police when surpassing current spacing interval.
Further, still including install in be used for spacing on the second mounting panel the mounting bracket goes up and down the overhead gage and the lower baffle, the overhead gage with the baffle can be followed the axis removal of second mounting panel is adjusted down.
In a second aspect, the present invention further provides a control method for a drainage device, where the drainage device is the drainage device of the first aspect, and a controller is configured to execute the control method, where the control method includes: acquiring the current drainage speed; when the current drainage speed is higher than a preset drainage speed, controlling the lifting mechanism to lift the mounting frame; and when the current drainage speed is lower than the preset drainage speed, controlling the lifting mechanism to adjust and lower the mounting frame.
In a third aspect, the present invention further provides a terminal, including a memory and a processor connected to the memory; the memory is used for storing a computer program; the processor is configured to execute a computer program stored in the memory, the computer program being configured to perform the following steps when executed, including: receiving the total drainage amount and drainage time input by a user; determining a preset drainage speed according to the total drainage amount and the drainage time; and sending the preset drainage speed to a drainage device.
The invention has the beneficial effects that: through installing the flow rate measurement ware on the mounting bracket with the drainage speed of real-time measurement drainage bottle, the controller is according to drainage speed control elevating system lift mounting bracket to the height of automatic adjustment drainage bottle, from this, utilize real-time measurement's drainage speed to adjust the height of drainage bottle, can improve the accuracy of adjusting, avoid excessive drainage or drainage not enough, do not need medical personnel to take notes the drainage condition constantly, realize automatically regulated, manpower resources have greatly been saved.
Drawings
The following detailed description of embodiments of the invention will be made with reference to the accompanying drawings and examples, in which:
FIG. 1 is a schematic view of a drainage device according to an embodiment of the present invention;
FIG. 2 is a schematic view of a mounting bracket of a drainage device according to an embodiment of the invention;
FIG. 3 is an enlarged view of a hanger of the drainage apparatus of an embodiment of the present invention;
FIG. 4 is a schematic view of a support of a drainage device according to an embodiment of the invention;
FIG. 5 is a schematic view of a graduated scale of a drainage device according to an embodiment of the present invention;
FIG. 6 is a schematic flow chart of a control method of a drainage device according to an embodiment of the invention;
FIG. 7 is a flow chart illustrating a method of controlling a drainage device according to another embodiment of the present invention;
FIG. 8 is a schematic flow chart illustrating a method of controlling a drainage device according to another embodiment of the present invention;
FIG. 9 is a flow chart illustrating a control method of a drainage apparatus according to still another embodiment of the present invention;
FIG. 10 is a flow chart illustrating a control method of a drainage apparatus according to still another embodiment of the present invention;
FIG. 11 is a flow chart illustrating the sub-steps of a control method of a drainage apparatus according to an embodiment of the present invention;
FIG. 12 is a schematic flow chart illustrating a method of controlling a drainage device according to yet another embodiment of the present invention;
FIG. 13 is a flowchart of a processor of a terminal according to an embodiment of the present invention;
FIG. 14 is a schematic interface diagram of a terminal receiving an external input according to an embodiment of the present invention;
FIG. 15 is a flowchart of a processor of a terminal according to another embodiment of the present invention;
FIG. 16 is a schematic representation of intracranial pressure fluctuation curves displayed on the interface of a terminal according to an embodiment of the invention;
FIG. 17 is a flowchart of a processor of a terminal according to another embodiment of the present invention;
FIG. 18 is a schematic diagram of an interface of a terminal according to an embodiment of the present invention showing changes in specific gravity of drainage fluid;
FIG. 19 is a flowchart of a processor of a terminal according to yet another embodiment of the present invention;
FIG. 20 is a flowchart illustrating sub-steps performed by a processor of a terminal when operating in accordance with an embodiment of the present invention;
FIG. 21 is a flowchart illustrating sub-steps performed by a processor of a terminal when operating in accordance with an embodiment of the present invention;
fig. 22 is a schematic block diagram of a terminal provided by an embodiment of the present invention;
the figures are numbered:
a support 10; a first mounting plate 11; a graduated scale 111; a support 112; a second mounting plate 12; a first guide hole 121; a mounting frame 20; a slide plate 21; a hanger 22; a retainer ring 23; a drop rate measurer 30; a weight measuring device 40; a zero point detector 50; a drainage bottle 60.
Detailed Description
It should be noted that the embodiments and features of the embodiments in the present application may be combined with each other without conflict. The preferred embodiments of the present invention will now be described in detail with reference to the accompanying drawings.
Referring to fig. 1, an embodiment of the drainage device provided by the present invention is shown. The drainage device includes support 10 and is used for installing the mounting bracket 20 of drainage bottle 60, the drainage device still includes: the lifting mechanism is connected with the mounting frame 20 and is used for controlling the mounting frame 20 to lift relative to the support 10; a flow rate measurer mounted on the mounting frame 20, for measuring the drainage rate of the drainage bottle 60; and the controller is connected with the flow rate measurer and the lifting mechanism, and is used for controlling the lifting mechanism to lift the mounting rack 20 according to the drainage speed so as to adjust the height of the drainage bottle 60.
Specifically, drainage device is when using, installs drainage bottle 60 on mounting bracket 20, drainage catheter's one end penetrates the ventricle and draws forth cerebrospinal fluid, and the other end is connected in order to introduce cerebrospinal fluid to drainage bottle 60 with drainage bottle 60, and drainage bottle 60 still is connected with the hydrops bag, and the hydrops bag is used for collecting drainage liquid, support 10 is fixed mutually in order to form the support with the transfusion rod of sick bed. The drainage bottle 60 may be an anti-reflux bottle to prevent drainage fluid from flowing backwards. The flow rate measurer is installed on the mounting frame 20 to move together with the drainage bottle 60, and can measure the drainage rate of the drainage bottle 60 in real time no matter how the height of the drainage bottle 60 is adjusted. The controller is an IC module with a wireless networking function, and when the drainage speed is too high, the controller controls the lifting mechanism to lift the mounting frame 20 to lift the drainage bottle 60, so that the drainage liquid guiding speed is reduced; the controller is in when drainage speed is too slow, control elevating system reduces mounting bracket 20, reduces drainage bottle 60 to accelerate the derivation speed of drainage liquid.
Through implementing this embodiment, utilize real-time measurement's drainage speed to adjust drainage bottle 60's height, can improve the accuracy of regulation, avoid excessive drainage or drainage not enough, guarantee intracranial pressure's stability, do not need medical personnel to take notes the drainage condition constantly, realize automatically regulated, greatly saved manpower resources.
In one embodiment, as shown in fig. 2, the flow rate measurer is a dropping speed measurer 30, the dropping speed measurer 30 is installed on the mounting frame at a position corresponding to the mouth of the drainage bottle, and the dropping speed measurer 30 is used for measuring the dropping speed of the drainage liquid in the drainage bottle.
Specifically, the dripping speed measuring device 30 may be an infrared sensor or a laser sensor, and the mounting position of the dripping speed measuring device 30 is flush with the dripping position of the drainage bottle 60, so that the emitted infrared beam or laser beam can accurately sense the dripping of drainage liquid, thereby measuring the drainage speed. In addition, since the product specification of the drainage bottle 60 is determined, and the volume value of each drop of liquid is the same, for example, the volume of each drop of drainage liquid is 1ml, the drainage rate can be expressed by the number of drops flowing through in unit time, for example, 10 drops per minute is measured, and the drainage rate is 10 ml/min. Therefore, the drainage speed can be directly measured by the dropping speed measurer.
In one embodiment, as shown in fig. 2, the drainage device further comprises a weight measurer 40 connected to the controller, wherein the weight measurer 40 is installed on the mounting frame 20 at a position where the drainage bottle 60 is connected, and the weight measurer 40 is used for measuring the weight of the drainage fluid. It should be noted that, since the drainage liquid in the drainage bottle 60 will normally flow directly to the effusion cell without being damaged in the drainage bottle 60, the weight of the drainage liquid measured in this embodiment is the sum of the weights of the drainage liquid in the drainage bottle 60 and the effusion cell. It will be appreciated that in practice, the drainage bottle 60 is connected to the drip bag and the weight of the drainage fluid can be measured using the weight measurer 40.
Specifically, the weight measurer 40 may be a weighing sensor or a gravity sensor, and is installed at the junction of the mounting frame 20 and the drainage bottle 60 to move together with the drainage bottle 60, and the weight measurer 40 can measure the weight of the drainage fluid in real time regardless of the height adjustment of the drainage bottle 60.
Although it can be understood that the drainage rate can be directly measured by the dripping speed measuring device 30, in the practical application process, the drainage bottle 60 has a plurality of product specifications, the drainage bottles 60 with different product specifications have different volume values of each drop of liquid, and the different sizes of the drops of liquid can lead to different drainage rates. Therefore, the drainage speed measurement device 30 is used for measuring the drainage speed, the volume value of the dropping liquid corresponding to the drainage bottle 60 needs to be obtained in advance, and the drainage speed measurement device cannot be suitable for the measurement of the drainage speeds of the drainage bottles 60 with different specifications.
In the embodiment, the drainage speed is determined by the weight of the drainage fluid, and specifically, the drainage speed can be obtained by dividing the weight of the drainage fluid introduced in a unit time by the unit time, for example, if the weight of the drainage fluid introduced in 1 minute is 10g, the drainage speed is 10 g/min. Therefore, the drainage speed can be determined without the volume of dropping liquid, the drainage bottle 60 can adapt to drainage bottles 60 of different specifications, and the universality is realized. The controller can adjust the height of drainage bottle 60 according to drainage liquid weight, converts the weight of drainage liquid into drainage speed and then comes the height of automatically regulated drainage bottle 60 through elevating system, and its control logic is the same with above-mentioned embodiment, no longer explains here.
It should be noted that the weight measuring device 40 in this embodiment may be used for measuring the drainage rate, or may be used for measuring the weight of the drainage fluid only. The drainage rate may be measured by the drip speed measuring device 30 alone or by the weight measuring device 40 alone.
In one embodiment, the drainage device further comprises a drainage switch (not shown) connected to the controller, the drainage switch being mounted on the mounting frame 20, and the drainage switch being used to connect to a drainage catheter for introducing drainage fluid into the drainage bottle 60, so as to open or close the introduction of the drainage fluid.
In a specific implementation, the drainage switch can be a mechanism with a clamping function, for example, the drainage switch can be a clamp and a driving member for driving the clamp to clamp the drainage catheter, the driving member is connected with a controller, and the controller can control the driving member to drive the clamp to clamp the drainage catheter. When the clamp clamps the drainage catheter, the clamp applies pressure to the drainage catheter to clamp the drainage catheter, and drainage liquid cannot be led into the drainage bottle 60 from the drainage catheter, so that the leading-in of the drainage liquid is closed; when the clip loosens the drainage catheter, the drainage fluid can be smoothly guided into the drainage bottle 60 from the drainage catheter, so that the guide of the drainage fluid is started. This embodiment adopts outside mechanical structure to realize the leading-in switch of drainage liquid, need not to adopt valve control's drainage catheter, and what kind of drainage catheter homoenergetic realizes the control that the drainage liquid switched on, has the commonality.
In an embodiment, as shown in fig. 1 and 4, the bracket 10 includes a mounting plate, the mounting plate is bent along an axis thereof to form a first mounting plate 11 and a second mounting plate 12, an included angle space is formed between the first mounting plate 11 and the second mounting plate 12, the mounting plate 20 is mounted on a side of the second mounting plate 12 facing away from the included angle space, and the lifting mechanism (not shown) is accommodated in the included angle space and connected to the mounting plate 20.
In specific implementation, the bracket 10 is formed by bending a mounting plate, a first mounting plate 11 and a second mounting plate 12 with an included angle of ninety degrees are obtained after bending, one side of the first mounting plate 11 and the second mounting plate 12 with the included angle of ninety degrees is an included angle space, and the included angle space is used for mounting a power component; the other side faces the medical personnel for installing the drainage bottle 60. Specifically, the elevating mechanism is installed at one side of the angle space, the mounting bracket 20 is installed at the other side, and the drainage bottle 60 is also located at the other side. On the one hand, the mounting panel of bending type formation can save space, and on the other hand, power component hide to be installed in the contained angle space, and medical personnel can not see power component when observing patient's drainage condition, and whole drainage device is neat and artistic more.
Further, the lifting mechanism comprises a motor connected with the controller and a transmission member connected with the output end of the motor, the second mounting plate 12 is provided with a first guide hole 121 along the axis thereof, and the transmission member passes through the first guide hole 121 and is in transmission connection with the mounting frame 20 so that the mounting frame 20 can move up and down along the first guide hole 121.
Optionally, the motor may be a linear motor and is installed on one side of the included angle space, the transmission member may be a fixing member connected to a mover of the linear motor, and the fixing member passes through the first guide hole 121 and is fixed to the mounting frame 20 on the other side, so that the mounting frame 20 is driven to perform a lifting motion along the first guide hole 121 under the linear motion of the mover.
Optionally, the motor can also be a step motor, and is installed in one side of included angle space, the driving medium can be screw mechanism, and the slider on the screw mechanism has the stiff end, and the stiff end can pass first guiding hole 121 and the opposite side mounting bracket 20 is fixed mutually to under the linear motion of slider, drive mounting bracket 20 is along first guiding hole 121 and is elevating movement.
Optionally, the motor can also be step motor, installs in one side in contained angle space, the driving medium is rack and pinion, and the gear is connected with step motor's output, and rack along first guiding hole 121 parallel arrangement, rack have the stiff end, and the stiff end can pass first guiding hole 121 and opposite side the mounting bracket 20 is fixed mutually, and the wheel meshes with the rack to under rack and pinion's motion, drive mounting bracket 20 is along first guiding hole 121 and is elevating movement.
Through set up first guiding hole 121 on second mounting panel 12 for the driving medium can pass this first guiding hole 121 and directly be connected with the transmission of mounting bracket 20, can realize direct drive, need not set up too much drive disk assembly and can realize the transmission, improves transmission efficiency. It is understood that the lifting mechanism may have other types of structures, and any structure may be adopted as long as the lifting mechanism can drive the mounting frame 20 to lift.
Still further, as shown in fig. 2 and 3, the mounting frame 20 includes a sliding plate 21 and a hanging member 22 mounted on the sliding plate 21, the hanging member 22 is used for mounting the drainage bottle 60, and the transmission member passes through the first guide hole 121 and is fixed to the sliding plate 21.
Specifically, as shown in FIG. 3, the hanging member 22 may be a hook disposed on the top of the sliding plate 21, and the drainage bottle 60 is hung from the hook. The sliding plate 21 can slide relative to the second mounting plate 12, the drainage bottle 60 is mounted on the sliding plate 21 through the hook and slides along the sliding plate 21, and the lifting mechanism drives the sliding plate 21 to move so as to adjust the height of the drainage bottle 60.
Furthermore, the sliding plate 21 is further provided with a limiting ring 23 for the drainage bottle 60 to penetrate through, wherein the caliber of the limiting ring 23 is adjustable. The spacing ring 23 can be an elastic bandage, for example, the drainage bottle 60 is arranged in the hole of the elastic bandage in a penetrating way, and the bottle body of the drainage bottle 60 is hooped by the elastic bandage to avoid shaking and ensure the drainage effect. The elasticity of the elastic bandage can be adjusted, namely the caliber of the elastic bandage can be adjusted, so that the elastic bandage is suitable for drainage bottles 60 of different shapes and specifications and has universality.
In an embodiment, as shown in fig. 1 and fig. 5, the apparatus further includes a first driving assembly (not shown in the figure), a graduated scale 111 is disposed on a surface of the first mounting plate 11 facing away from the included angle space, a zero point detector 50 connected to the controller is fixedly disposed at a zero point scale of the graduated scale 111 and is configured to determine a zero point position, and the first driving assembly is configured to drive the graduated scale 111 to move to the zero point position along an axis of the first mounting plate 11.
Specifically, the starting position of the hanging height of the drainage bottle 60 is the zero point position, which is usually the horizontal line of the external auditory canal when the patient is lying on his back, and the nasal midline when the patient is lying on his side. Because the size and the contour of the head of each patient are different, the zero point position corresponding to the patient is also different, and therefore, the uncertainty of the zero point position can lead to the progress of drainage adjustment. In order to solve this problem, the present embodiment has a graduated scale 111 mounted on the first mounting plate 11, and a zero point detector 50 is disposed at a zero point scale of the graduated scale 111, the zero point detector 50 being used for detecting zero point positions corresponding to different patients. The zero point detector 50 may be a laser locator. After the zero point position is determined, the zero point scale of the graduated scale 111 is driven by the first driving assembly to move to be aligned with the zero point position, so that the zero point position can be accurately determined, the accuracy of the height of the drainage bottle 60 is ensured, and the drainage precision is improved.
It should be noted that the first driving assembly may also be accommodated in the included angle space, the first mounting plate 11 is provided with a second guiding hole along an axis thereof, and the first driving assembly has a fixing end for penetrating the second guiding hole and fixing the second guiding hole to the graduated scale 111.
In one embodiment, as shown in fig. 4, a support 112 for fixing to the outside is provided on a surface of the first mounting plate 11 facing the angular space.
Specifically, the external portion in this embodiment generally refers to an infusion rod of a hospital bed, or a head rod, and may be a member having a certain height. The supporting member 112 may be a clip, a buckle, or other fastening member, a pressing member, etc., as long as it can be fixed outside, i.e. fixed with the infusion rod or the bedside rod to form a support for the whole drainage device. Through setting up support piece 112 in the contained angle space, wipe the drainage condition from medical personnel's visual angle, support piece 112 is hidden in the contained angle space, can't see support piece 112, and whole drainage device is unsettled on the sick bed, and is clean and tidy pleasing to the eye.
In an embodiment, the drainage device further includes an alarm (not shown in the figure), the alarm is connected to the controller, and the alarm is used for alarming when the mounting frame 20 is lifted to exceed the current limit interval.
Specifically, as the patient's condition changes, the drainage rate also changes, and when the patient has a sudden condition, the drainage rate is too fast or too slow, which may cause the height of the drainage bottle 60 to exceed the set range. The set range specifically refers to a limit interval, the limit interval is obtained in the controller in advance, or is determined by the terminal and then sent to the controller, the limit interval during the drainage is the current limit interval, and the limit interval is composed of an upper limit value and a lower limit value of the height in the lifting process of the drainage bottle 60, for example, 100 plus 180mm, that is, the height of the drainage bottle 60 should not exceed the interval. And the height of the drainage bottle 60 is beyond the set range, namely the height of the drainage bottle 60 is abnormal. It should be noted that, because the drainage bottle is followed the mounting bracket motion, the distance of mounting bracket distance zero point is the height of drainage bottle promptly, consequently, when mounting bracket 20 goes up and down to surpassing current spacing interval, at this moment, the alarm is reported to the police to controller control alarm, the alarm is audible-visual annunciator, through the interference of vision and sense of hearing to remind patient family members or medical personnel patient to appear the situation, make patient can in time obtain the treatment.
In an embodiment, the device further comprises an upper baffle (not shown) and a lower baffle (not shown) which are mounted on the second mounting plate 12 and used for limiting the lifting of the mounting frame 20, and the upper baffle and the lower baffle can move and adjust along the axis of the second mounting plate 12.
Specifically, because each patient does not have data of a historical limit interval which can be referred to when using the drainage device for the first time, feedback control cannot be formed, and therefore, the lifting range of the drainage bottle 60 cannot be effectively controlled when each patient uses the drainage device for the first time. In order to solve patient's when using for the first time, because feedback parameter's disappearance leads to the drainage to adjust inaccurately, this embodiment is right through setting up adjustable overhead gage and lower baffle the height that mounting bracket 20 goes up and down carries out machinery spacingly, need not to refer to historical data, and the position of baffle is right about the manual regulation according to patient's actual conditions by medical personnel mounting bracket 20 forms the spacing interval of a physics, and excessive drainage or drainage are not enough when can avoiding using for the first time effectively. In addition, when the automatic adjustment fails, for example, when the control logic has an error, the physical limit structure can limit the lifting height of the drainage bottle 60, so that the drainage adjustment precision is further improved. The upper baffle plate and the lower baffle plate can be installed on the second baffle plate back to one surface of the included angle space, namely one side facing medical staff, so that the medical staff can adjust the included angle space, the upper baffle plate and the lower baffle plate are provided with sliding ends, the sliding ends can slide in the first guide holes 121, and then the upper baffle plate and the lower baffle plate can move along the axis of the second mounting plate 12. It is understood that the upper baffle and the lower baffle may have other types of specific structures, and are not limited thereto.
Referring to fig. 6, fig. 6 is a flowchart of a control method of a drainage device according to an embodiment of the present invention, where the drainage device is the drainage device described in the above embodiment, and the drainage device interacts with a terminal to implement the control method. The controller is used for executing the control method, and the control method comprises the steps S101-S103.
And S101, acquiring the current drainage speed.
In one embodiment, the current drainage rate may be a rate that is metered by volume. When the flow rate measurer is used, the product specification of the drainage bottle is determined, the cross section of the pipeline of the drainage bottle is also determined, and therefore the volume of each drop is also determined. For example, one drop has a volume of 1ml, the flow rate meter measures 10 drops in one minute, and the current drainage rate is 10 ml/min.
In other embodiments, the drainage rate may also be a rate measured by weight. When the weight measurer is used, no matter what product specification the drainage bottle is, the drainage speed can be measured, and the current drainage speed can be obtained by dividing the weight of the introduced drainage liquid by the introduction time, for example, the weight measurer measures that the weight of the drainage liquid dropped into the drainage bottle is 10g in one minute, and then the current drainage speed is 10 g/min. It should be noted that the time interval for obtaining the drainage rate may be 1 minute, 5 minutes, 10 minutes, and any other time, and is not limited herein.
S102, when the current drainage speed is higher than a preset drainage speed, controlling the lifting mechanism to lift the mounting frame.
S103, when the current drainage speed is lower than a preset drainage speed, controlling the lifting mechanism to adjust and descend the mounting frame.
In one embodiment, the preset drainage speed is the drainage speed preset by a doctor using a terminal, the preset drainage speed is set at the terminal and then sent to the controller, and the height of the drainage bottle is automatically adjusted by comparing the preset drainage speed with the current drainage speed obtained by the flow rate measurer. The preset drainage speed is determined by the preset total drainage quantity and drainage time. For example, if the patient has 150ml of cerebrospinal fluid to be drained and the 150ml of cerebrospinal fluid needs to be drained within 24 hours, the drainage rate per unit time, for example 1 minute, can be determined based on the total amount and time of the drainage. The acquired current drainage rate is also acquired at intervals of unit time, so that the acquired current drainage rate can be compared with the preset drainage rate. When the current drainage speed who acquires is greater than predetermineeing drainage speed, then indicate that the drainage is too fast, control elevating system mounting bracket that rises this moment to the height of rising drainage bottle, thereby slow down drainage speed, avoid excessive drainage. When the current drainage speed that acquires is less than predetermineeing drainage speed, then indicate that the drainage is too slow, control elevating system decline mounting bracket this moment to reduce the height of drainage bottle, thereby improve drainage speed, avoid the drainage not enough.
It will of course be appreciated that the preset rate of drainage may also be a preset rate of drainage within the controller. For example, the controller can receive external inputs, and the medical professional can directly input the total amount and time of drainage on the controller to determine a preset drainage rate.
In an embodiment, as shown in fig. 7, the control method further includes: S104-S105.
S104, acquiring a zero position;
and S105, if the zero point position is obtained, controlling the first driving assembly to drive the scale to move to the zero point scale position to align with the zero point position.
In one embodiment, since the position of the patient is changed, for example, the head of the patient is raised or lowered to change the position of the head of the patient, the zero point position of the drainage bottle needs to be changed together to ensure the adjustment accuracy. Therefore, the zero point detector is controlled to scan the head of the patient, the zero point position is determined, namely the external auditory canal position in the supine position and the nose tip position in the lateral position, and after the zero point position is obtained, the first driving assembly is controlled to drive the graduated scale to move until the zero point scale of the graduated scale is aligned with the zero point position. And then the height of the drainage bottle can be readjusted according to the redetermined zero position, so that the adjustment accuracy is ensured.
In an embodiment, as shown in fig. 8, the control method further includes: and S106.
And S106, if the zero position is not obtained, controlling the drainage switch to close drainage liquid introduction.
In one embodiment, when the zero point detector fails to detect the patient's head, it indicates that there is a significant change in the patient's head position, such as a patient sitting up or other postural change, which may result in excessive drainage if drainage is continued. In order to avoid patient's position to take place great change, and the condition of drainage bottle still being in the continuous drainage, this embodiment is through when detector fails to catch zero point position at zero point, and the controller control drainage switch closes drainage liquid and channels into, and then avoids excessive drainage.
In an embodiment, as shown in fig. 9, the control method further includes: S107-S108.
S107, drainage data are obtained and recorded, wherein the drainage data comprise drainage quantity, weight of drainage liquid, height of a drainage bottle and a limit interval.
S108, sending the drainage data to a terminal so that the terminal can process the drainage data.
In an embodiment, all drainage data generated in the drainage process need to be recorded, wherein the drainage data comprises drainage volume, weight of drainage liquid, height of a drainage bottle and a limit interval. Drainage volume refers to the volume of drainage fluid drained by the drainage bottle, e.g., 100 ml. The weight of drainage fluid refers to the weight of drainage fluid drained by the drainage bottle, e.g., 100 g. The height of the drainage bottle refers to the height of the mounting frame from the zero position. The limit interval refers to an upper limit value and a lower limit value of the drainage bottle during movement, namely a scale value at the highest height, and a scale value at the lowest height, for example, the lower limit value is 100mm, and the upper limit value is 180 mm. The drainage data acquired each time are recorded and sent to the terminal, so that the terminal can further process the drainage data according to the drainage data, and further can monitor the drainage data.
In an embodiment, as shown in fig. 10, the control method further includes: S109-S111.
S109, acquiring data of the height of the drainage bottle and the spacing interval.
And S110, constructing an interval prediction model by using the height of the drainage bottle and the data of the limiting interval.
And S111, inputting the height of the latest drainage bottle to the interval prediction model to obtain a current limit interval.
In one embodiment, the current limit interval is a parameter matched with the drainage parameter set by the medical staff each time the drainage is performed. The current limiting interval is determined by data of a plurality of historical limiting intervals, and after the drainage device runs for a period of time, historical limiting intervals are generated, so that one current limiting interval can be determined based on historical records. Specifically, the limit interval may take an average value in the limit interval of the history record as the current limit interval, or may take a median or mode limit interval in the limit interval of the history record as the current limit interval. The following preferred method can be used to determine the current limit interval.
And predicting the optimal limit interval as the current limit interval by constructing an interval prediction model. Because in the drainage process, the drainage bottle height constantly changes and has produced a plurality of drainage height data from this, and the high highest scale value of height and the highly minimum scale value of this drainage in-process constitute this drainage process's spacing interval this time, consequently, a plurality of drainage height data in every drainage in-process all can correspond a spacing interval to constitute a set of corresponding calculation data. Then multiple drainage processes may result in multiple sets of corresponding calculated data. An interval prediction model can be constructed based on multiple groups of corresponding calculation data, and then the optimal limit interval is predicted. The latest height data of the drainage bottle can reflect the latest illness state of the patient, namely, the latest height data of the drainage bottle is used as the input of the model, so that the prediction accuracy is highest. Therefore, the current limit interval can be obtained by inputting the latest height data of the drainage bottle into the interval prediction model.
In an embodiment, as shown in fig. 11, the step S110 further includes: S1101-S1104.
S1101, preprocessing the height of the drainage bottle and the limiting interval;
s1102, taking the preprocessed height data of the drainage bottle as the input quantity of a machine learning algorithm, and taking the preprocessed data of the limiting interval as the output quantity of the machine learning algorithm; combining p sets of the height data of the drainage bottles and the corresponding sets of the limiting intervals into p training samples, wherein p is a positive integer;
s1103, inputting the p training samples into S classifiers respectively for training, and obtaining that a mapping relation between the height of the drainage bottle and the limiting interval is y ═ f (x), where x is the height of the drainage bottle, and y is the limiting interval corresponding to the height of the drainage bottle;
and S1104, setting the detection weights { q1, q2, … and qs } of the S classifiers by using a decision machine, and acquiring an interval prediction model of a limiting interval corresponding to the height of the drainage bottle.
In one embodiment, the data is first preprocessed to remove noise and filter the unwanted data to obtain useful raw data, e.g., to remove the highest or lowest value of an anomaly. Then, the height data of the drainage bottle and the data of the spacing interval in each drainage process form a corresponding training sample, for example, P times of drainage are performed, the sample for the 1 st drainage is { x |100mm, 110mm, 150mm, 180mm, y | (100mm, 180mm) }, the sample for the 2 nd drainage is { x |120mm, 150mm, 180mm, 200mm, y | (120mm ) }, and the sample for the 3 rd drainage is { x |90mm, 150mm, 160mm, 180mm, y | (80mm, 180mm) }. Then, the P training samples are input into the s classifiers respectively for training, so as to obtain the mapping relation between the drainage bottle height and the spacing interval, namely, y ═ f (x). Each classifier has a dedicated function mapping relation and takes the function mapping relation as a detection rule, the decision machine integrates the detection rules of each classifier into a detection rule base and assigns detection weights to each classifier, and then the decision machine performs weighted calculation on the detection results of each classifier, namely, the labels of each classifier are multiplied by the corresponding label weights of each classifier so as to consider the importance difference of each classifier and finally obtain an interval prediction model.
Specifically, the machine learning algorithm includes at least one of: the system comprises a support vector machine and an improved algorithm thereof, a neural network and an improved algorithm thereof, a clustering algorithm, an extreme learning machine and an improved algorithm thereof, an ensemble learning algorithm and an improved algorithm thereof, and a deep learning algorithm and an improved algorithm thereof.
In this embodiment, the s classifiers can select the same or different training parameter optimization algorithms, where the training parameter optimization algorithms include at least one of: particle swarm optimization algorithm, genetic algorithm, ant colony optimization algorithm and fish colony optimization algorithm. By adopting the training parameter optimization algorithm for training, the training speed can be improved, the construction of the model is accelerated, and the computing resources are saved.
In an embodiment, as shown in fig. 12, the control method further includes: S112-S114.
And S112, acquiring the current limiting interval.
S113, judging whether the lifting of the mounting rack exceeds the current limiting interval.
S114, if the lifting of the mounting rack exceeds the current limiting interval, sending an alarm signal to a terminal, and/or controlling an alarm to give an alarm, wherein the alarm signal comprises the current drainage speed and/or the current height of the drainage bottle.
In one embodiment, the existing alarm is typically implemented based on whether the rate of drainage exceeds a set rate threshold. However, since the condition of each patient is different, the alarm implemented by using the set speed threshold is often inaccurate. This embodiment adopts spacing interval to realize reporting an emergency and asking for help or increased vigilance, and spacing interval is constituteed by patient's an upper limit value and lower limit value at actual drainage in-process drainage bottle height, consequently, spacing interval is set for according to every patient's actual conditions, can reflect its different state of an illness of every patient. The current limiting interval may be obtained from a controller, that is, obtained in the above embodiment, or obtained from a terminal. After the current limiting interval is obtained, whether the motion of the mounting frame exceeds the current limiting interval or not is judged in the drainage process, if the motion of the mounting frame exceeds the current limiting interval, the alarm is controlled to give an alarm, and meanwhile an alarm signal is sent to a terminal, so that medical personnel and family members can find out emergency conditions in time. In order to trace the state of an illness of a patient, wherein the alarm signal comprises the current drainage speed and the current height of the drainage bottle, the data triggering the alarm needs to be recorded during the alarm, the state of the illness state is recorded, and a doctor can conveniently know the reason of the alarm.
The invention further provides an embodiment of the terminal, and the terminal can be a computer, a smart phone, a tablet computer, intelligent wearable equipment and the like. The terminal comprises a memory and a processor connected with the memory; the memory is used for storing a computer program; the processor is configured to execute a computer program stored in the memory, the computer program being configured to perform the following steps when executed, including: S201-S203.
Referring to fig. 22, the present invention further provides an embodiment of a terminal 500, where the terminal 500 may be a computer, a smart phone, a tablet computer, an intelligent wearable device, and the like. The terminal 500 includes a processor 502, memory, and a network interface 505 connected by a system bus 501, where the memory may include a non-volatile storage medium 503 and an internal memory 504.
The non-volatile storage medium 503 may store an operating system 5031 and a computer program 5032. The processor 502 is used to provide computing and control capabilities to support the operation of the overall computer device 500. The internal memory 504 provides an environment for the operation of the computer program 5032 in the nonvolatile storage medium 503.
The network interface 505 is used for network communication with other devices. Those skilled in the art will appreciate that the configuration shown in fig. 22 is a block diagram of only a portion of the configuration associated with the present application and does not constitute a limitation of the computer device 500 to which the present application is applied, and that a particular computer device 500 may include more or less components than those shown, or combine certain components, or have a different arrangement of components.
As shown in fig. 13, the processor 502 is configured to run a computer program 5032 stored in the memory to implement the following steps: S201-S203.
S201, receiving drainage total amount and drainage time input from outside;
s202, determining a preset drainage speed according to the total drainage amount and the drainage time;
s203, sending the preset drainage speed to a drainage device.
In an embodiment, as shown in fig. 14, the terminal may be a smart phone, software matched with the drainage device is installed in the smart phone, the external input is manual input of medical personnel, and the medical personnel can input total amount of drainage and drainage time required by the drainage each time through the smart phone, so as to determine a preset drainage speed, and send the preset drainage speed to the drainage device, so that the drainage device adjusts the height of the drainage bottle according to the preset drainage speed. For example, if the total amount of drainage input by medical staff is 300ml, and the drainage time is 300 hours, the preset drainage speed is 100 ml/h; for another example, if the total amount of drainage inputted by the medical staff is 300g and the drainage time is 300 hours, the preset drainage speed is 100 g/h. The drainage device can acquire drainage speed and preset drainage speed every hour at the drainage in-process and compare, and then adjust the height of drainage bottle. It will of course be appreciated that the preset drainage rate may be scaled to other time units.
In one embodiment, as shown in fig. 15, the processor 502 further implements the following steps: S204-S205.
S204, receiving drainage data from a drainage device, wherein the drainage data comprises the height of a drainage bottle.
S205, converting the height data of the drainage bottle into an intracranial pressure fluctuation curve for rendering and displaying.
In one embodiment, the pressure sensor is typically attached to a drainage catheter, which extends into the ventricle of the brain and detects the pressure within the cranium. However, the pressure measured in this way has a large error because slight shaking of the drainage catheter can affect the pressure detected by the miniature pressure sensor. Therefore, the embodiment innovatively provides a mode of measuring and calculating the change of the intracranial pressure by using the change of the height of the drainage bottle. The method comprises the steps of firstly receiving data of the height of the drainage bottle, and directly reflecting the intracranial pressure to be controlled according to the height of the drainage bottle, so that an intracranial pressure fluctuation curve can be measured and calculated through the change of the height of the drainage bottle. As shown in fig. 16, the height of the drainage bottle is converted into an intracranial pressure fluctuation curve, and the intracranial pressure fluctuates up and down with the passage of time.
Specifically, be provided with intracranial pressure conversion model in advance, the data input of the drainage bottle height that will receive carries out the conversion to this intracranial pressure conversion model in, with the intracranial pressure that the output drainage bottle height corresponds, can obtain intracranial pressure fluctuation curve through combining the data of a plurality of intracranial pressure, render this intracranial pressure fluctuation curve into image display through calling the rendering component again at last, from this, medical personnel can know patient's drainage condition based on this intracranial pressure fluctuation curve in detail, formulate more accurate drainage scheme, the accuracy of drainage regulation has further been improved. The intracranial pressure conversion model is constructed based on a mathematical model, firstly, the height of a drainage bottle corresponding to normal intracranial pressure is used as a datum line, and the highest value and the lowest value of a scale are used as an upper boundary line and a lower boundary line, so that the percentage can be determined according to the upper boundary line and the datum line or the lower boundary line and the datum line, wherein the normal intracranial pressure of an adult is 0.69-1.96KPa, and the normal intracranial pressure of a child is 0.49-0.98 KPa. And correspondingly converting the percentage of the height of the drainage bottle which is increased or decreased into the percentage of the intracranial pressure which is increased or decreased according to the reference line, namely converting the height of the drainage bottle into the intracranial pressure. Of course, it is understood that other types of mathematical models or models based on machine learning and deep learning may be used, and no matter what type of model, the conversion between the height of the drainage bottle and the intracranial pressure may be achieved.
In one embodiment, as shown in fig. 17, the processor 502 further implements the following steps: S206-S208.
S206, receiving drainage data from the drainage device, wherein the drainage data comprises the weight of drainage liquid and the drainage quantity.
And S207, determining the specific gravity of the drainage fluid according to the weight of the drainage fluid and the drainage quantity.
And S208, rendering and displaying the change of the specific gravity of the drainage fluid.
In one embodiment, the density of the drainage fluid varies according to different disease conditions, such as the density of the bloody cerebrospinal fluid is higher than that of the clear cerebrospinal fluid, and the density of the drainage fluid varies gradually in different disease processes due to the same cause, such as the density of the bloody cerebrospinal fluid decreases gradually until the density of the clear cerebrospinal fluid decreases with continuous drainage. The density of drainage liquid is concerned with patient's health, and consequently this embodiment accessible confirms drainage liquid proportion according to the drainage liquid weight of receiving and drainage volume, also is the density of drainage liquid, calls to render up the change of subassembly with drainage liquid proportion and renders up image display to supply medical personnel to know patient's the state of an illness in detail, with formulating more accurate drainage scheme, further improve the accuracy that the drainage was adjusted. As shown in FIG. 18, which shows the change of specific gravity of drainage in a patient with bloody cerebrospinal fluid, the specific gravity of the drainage fluid is initially higher and then gradually levels off, indicating that the condition of the patient gradually improves.
In one embodiment, as shown in fig. 19, the processor 502 further implements the following steps: S209-S210.
S209, receiving drainage data from a drainage device, wherein the drainage data comprises the height of a drainage bottle and a limiting interval;
s210, determining a current limiting interval according to the limiting interval; or determining the current limiting interval according to the data of the limiting interval and the height of the drainage bottle.
In an embodiment, spacing interval is the mobilizable an interval scope of drainage bottle, and the drainage bottle removes can guarantee to stabilize the drainage in this interval within range, and the removal of drainage bottle surpasss and then explains that drainage speed has surpassed the control range out of this interval scope, can lead to excessive drainage or drainage not enough. A spacing zone is understood to be a safety zone within which movement of the drainage bottle is reasonable, and beyond which movement is dangerous. The current limit interval is a parameter matched with the drainage parameter set by medical staff every time for drainage. The current limiting interval is determined by data of a plurality of historical limiting intervals, and after the drainage device runs for a period of time, historical limiting intervals are generated, so that one current limiting interval can be determined based on historical records. Specifically, the limit interval may take an average value in the limit interval of the history record as the current limit interval, or may take a median or mode limit interval in the limit interval of the history record as the current limit interval. For example, the history of the spacing interval includes: record 1:100mm-180mm, record 2:150mm-250mm, record 3:100mm-180mm, record 4:150mm-200mm, record 5:100mm-180mm, record 6:100mm-180mm, the mode is taken as the current limit interval and is 100mm-180 mm. In this embodiment, after confirming current spacing interval, can send to drainage device's controller, carry on spacingly by the controller according to the height that current spacing interval goes up and down to the drainage bottle again.
In one embodiment, as shown in fig. 20, the processor 502 further implements the following steps: S2101-S2102.
S2101, an interval prediction model is built by using the height of the drainage bottle and the data of the limiting interval.
And S2102, inputting the height of the latest drainage bottle to the interval prediction model to obtain a current limit interval.
In an embodiment, the current limiting interval may be determined in other manners, and in this embodiment, an optimal limiting interval is predicted as the current limiting interval by constructing an interval prediction model. Because in the drainage process, the drainage bottle height constantly changes and has produced a plurality of drainage height data from this, and the high highest scale value of height and the highly minimum scale value of this drainage in-process constitute this drainage process's spacing interval this time, consequently, a plurality of drainage height data in every drainage in-process all can correspond a spacing interval to constitute a set of corresponding calculation data. Then multiple drainage processes may result in multiple sets of corresponding calculated data. An interval prediction model can be constructed based on multiple groups of corresponding calculation data, and then the optimal limit interval is predicted. The latest height data of the drainage bottle can reflect the latest illness state of the patient, namely, the latest height data of the drainage bottle is used as the input of the model, so that the prediction accuracy is highest. Therefore, the current limit interval can be obtained by inputting the latest height data of the drainage bottle into the interval prediction model.
In an embodiment, when the processor 502 shown in fig. 21 implements the step S2101, the following steps are specifically implemented: S21011-S21014.
S21011, data preprocessing is carried out on the height of the drainage bottle and the limiting interval.
S21012, taking the preprocessed height data of the drainage bottle as the input quantity of a machine learning algorithm, and taking the preprocessed data of the limiting interval as the output quantity of the machine learning algorithm; and combining p sets of the height data of the drainage bottles and the corresponding sets of the limiting intervals into p training samples, wherein p is a positive integer.
S21013, the p training samples are respectively input to S classifiers for training, and a mapping relationship between the height of the drainage bottle and the limit interval is obtained as y ═ f (x), where x is the height of the drainage bottle, and y is the limit interval corresponding to the height of the drainage bottle.
S21014, setting the detection weights { q1, q2, …, qs } of the S classifiers by using a decision machine, and obtaining an interval prediction model of a limiting interval corresponding to the height of the drainage bottle.
In one embodiment, the data is first preprocessed to remove noise and filter the unwanted data to obtain useful raw data, e.g., to remove the highest or lowest value of an anomaly. Then, the height data of the drainage bottle and the data of the spacing interval in each drainage process form a corresponding training sample, for example, P times of drainage are performed, the sample for the 1 st drainage is { x |100mm, 110mm, 150mm, 180mm, y | (100mm, 180mm) }, the sample for the 2 nd drainage is { x |120mm, 150mm, 180mm, 200mm, y | (120mm ) }, and the sample for the 3 rd drainage is { x |90mm, 150mm, 160mm, 180mm, y | (80mm, 180mm) }. Then, the P training samples are input into the s classifiers respectively for training, so as to obtain the mapping relation between the drainage bottle height and the spacing interval, namely, y ═ f (x). Each classifier has a dedicated function mapping relation and takes the function mapping relation as a detection rule, the decision machine integrates the detection rules of each classifier into a detection rule base and assigns detection weights to each classifier, and then the decision machine performs weighted calculation on the detection results of each classifier, namely, the labels of each classifier are multiplied by the corresponding label weights of each classifier so as to consider the importance difference of each classifier and finally obtain an interval prediction model.
Specifically, the machine learning algorithm includes at least one of: the system comprises a support vector machine and an improved algorithm thereof, a neural network and an improved algorithm thereof, a clustering algorithm, an extreme learning machine and an improved algorithm thereof, an ensemble learning algorithm and an improved algorithm thereof, and a deep learning algorithm and an improved algorithm thereof.
In this embodiment, the s classifiers can select the same or different training parameter optimization algorithms, where the training parameter optimization algorithms include at least one of: particle swarm optimization algorithm, genetic algorithm, ant colony optimization algorithm and fish colony optimization algorithm. By adopting the training parameter optimization algorithm for training, the training speed can be improved, the construction of the model is accelerated, and the computing resources are saved.
It should be understood that in the embodiment of the present Application, the Processor 502 may be a Central Processing Unit (CPU), and the Processor 502 may also be other general-purpose processors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components, and the like. Wherein a general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
It should be understood that the above embodiments are only used for illustrating the technical solutions of the present invention, and not for limiting the same, and those skilled in the art can modify the technical solutions described in the above embodiments, or make equivalent substitutions for some technical features; and all such modifications and alterations should fall within the scope of the appended claims.

Claims (25)

1. The utility model provides a drainage device, includes the support and is used for installing the mounting bracket of drainage bottle, its characterized in that still includes:
the lifting mechanism is connected with the mounting rack and is used for controlling the mounting rack to lift relative to the support;
the flow rate measurer is arranged on the mounting rack and is used for measuring the drainage speed of the drainage bottle;
the controller is connected with the flow rate measurer and the lifting mechanism, and the controller is used for controlling the lifting mechanism to lift the mounting frame according to the drainage speed so as to adjust the height of the drainage bottle.
2. The drainage device according to claim 1, wherein the flow rate measurer is a dripping speed measurer, the dripping speed measurer is mounted on the mounting frame at a position corresponding to the mouth of the drainage bottle, and the dripping speed measurer is used for measuring the dripping speed of the drainage liquid in the drainage bottle.
3. The drainage device of claim 2, further comprising a weight measurer connected to the controller, the weight measurer being mounted on the mounting frame at a location where the drainage bottle is connected, the weight measurer being configured to measure the weight of the drainage fluid.
4. The drainage device of claim 3, further comprising a drainage switch connected to the controller, the drainage switch being mounted on the mounting bracket, the drainage switch being configured to connect to a drainage catheter that directs drainage fluid into the drainage bottle to open or close the direction of the drainage fluid.
5. The drainage device according to any one of claims 1 to 4, wherein the bracket comprises a mounting plate, the mounting plate is bent along the axis to form a first mounting plate and a second mounting plate, an included angle space is formed between the first mounting plate and the second mounting plate, the mounting frame is mounted on the side of the second mounting plate facing away from the included angle space, and the lifting mechanism is accommodated in the included angle space and connected with the mounting frame.
6. The drainage device of claim 5, wherein the elevating mechanism comprises a motor connected to the controller and a transmission member connected to an output end of the motor, the second mounting plate is provided with a first guide hole along an axis thereof, and the transmission member is in transmission connection with the mounting frame through the first guide hole so as to enable the mounting frame to move up and down along the first guide hole.
7. The drainage device of claim 6, wherein the mounting bracket comprises a slide plate and a hanger member mounted to the slide plate for mounting the drainage bottle, the transmission member passing through the first guide hole and being fixed to the slide plate.
8. The drainage device of claim 7, wherein the sliding plate is further provided with a limiting ring for the drainage bottle to pass through, and the caliber of the limiting ring is adjustable.
9. The drainage device of claim 5, further comprising a first driving assembly, wherein a graduated scale is arranged on a surface of the first mounting plate facing away from the included angle space, a zero point detector connected with the controller is fixedly arranged at a zero point scale of the graduated scale and used for measuring a zero point position, and the first driving assembly is used for driving the graduated scale to move to the zero point position along an axis of the first mounting plate.
10. The drainage device of claim 5 wherein a support member is provided on a side of the first mounting plate facing the angular space for fixed mounting to the exterior.
11. The drainage device of claim 5, further comprising an alarm connected to the controller, the alarm configured to alarm when the mounting bracket is raised and lowered beyond a current limit interval.
12. The drainage device of claim 5, further comprising an upper baffle and a lower baffle mounted on the second mounting plate for limiting the elevation of the mounting frame, wherein the upper baffle and the lower baffle can be adjusted by moving along the axis of the second mounting plate.
13. A control method for a drainage device, wherein the drainage device is the drainage device according to any one of claims 1 to 12, and a controller is used for executing the control method, and the control method comprises:
acquiring the current drainage speed;
when the current drainage speed is higher than a preset drainage speed, controlling the lifting mechanism to lift the mounting frame;
and when the current drainage speed is lower than the preset drainage speed, controlling the lifting mechanism to adjust and lower the mounting frame.
14. The control method according to claim 13, characterized by further comprising:
acquiring a zero position;
and if the zero point position is obtained, controlling the first driving assembly to drive the scale to move to the zero point scale position to align with the zero point position.
15. The control method according to claim 14, further comprising, after the obtaining the zero point position:
and if the zero position is not obtained, controlling the drainage switch to close drainage liquid introduction.
16. The control method according to claim 13, characterized by further comprising:
acquiring and recording drainage data, wherein the drainage data comprises drainage volume, drainage liquid weight, drainage bottle height and a limiting interval;
and sending the drainage data to a terminal so that the terminal processes the drainage data.
17. The control method according to claim 13, characterized by further comprising:
acquiring data of the height of the drainage bottle and the spacing interval;
constructing an interval prediction model by using the height of the drainage bottle and the data of the limiting interval;
and inputting the height of the latest drainage bottle to the interval prediction model to obtain a current limit interval.
18. The control method according to claim 17, wherein the step of constructing an interval prediction model by using the data of the drainage bottle height and the limit interval comprises the following steps:
carrying out data pretreatment on the height of the drainage bottle and the limiting interval;
taking the preprocessed height data of the drainage bottle as the input quantity of a machine learning algorithm, and taking the preprocessed data of the limiting interval as the output quantity of the machine learning algorithm; combining p sets of the height data of the drainage bottles and the corresponding sets of the limiting intervals into p training samples, wherein p is a positive integer;
inputting the p training samples into s classifiers for training respectively, and obtaining a mapping relation between the height of the drainage bottle and the limiting interval, namely y ═ f (x), wherein x is the height of the drainage bottle, and y is the limiting interval corresponding to the height of the drainage bottle;
and setting the detection weights { q1, q2, … and qs } of the s classifiers by using a decision machine, and obtaining an interval prediction model of a limiting interval corresponding to the height of the drainage bottle.
19. The control method according to claim 17, characterized by further comprising:
acquiring a current limiting interval;
judging whether the lifting of the mounting rack exceeds the current limit interval or not;
if the lifting of the mounting frame exceeds the current limiting interval, an alarm signal is sent to a terminal and/or an alarm is controlled to give an alarm, wherein the alarm signal comprises the current drainage speed and/or the current height of the drainage bottle.
20. A terminal comprising a memory and a processor coupled to the memory; the memory is used for storing a computer program; the processor is configured to execute a computer program stored in the memory, wherein the computer program is configured to perform the following steps when executed, including:
receiving the total drainage amount and drainage time input from the outside;
determining a preset drainage speed according to the total drainage amount and the drainage time;
and sending the preset drainage speed to a drainage device.
21. The terminal of claim 20, wherein the steps further comprise:
receiving drainage data from a drainage device, wherein the drainage data comprises a drainage bottle height;
and converting the data of the height of the drainage bottle into an intracranial pressure fluctuation curve for rendering and displaying.
22. The terminal of claim 20, wherein the steps further comprise:
receiving drainage data from a drainage device, wherein the drainage data comprises the weight of drainage fluid and the drainage volume;
determining the specific gravity of the drainage liquid according to the weight of the drainage liquid and the drainage quantity;
and rendering and displaying the change of the specific gravity of the drainage liquid.
23. The terminal of claim 20, wherein the steps further comprise:
receiving drainage data from a drainage device, wherein the drainage data comprises a drainage bottle height and a spacing interval, and wherein the drainage device is the drainage device according to any one of claims 1-12 above;
determining a current limiting interval according to the limiting interval; or determining the current limiting interval according to the data of the limiting interval and the height of the drainage bottle.
24. The terminal of claim 23, wherein the step of determining the current limit interval according to the limit interval and the height data of the drainage bottle comprises:
constructing an interval prediction model by using the height of the drainage bottle and the data of the limiting interval;
and inputting the height of the latest drainage bottle to the interval prediction model to obtain a current limit interval.
25. The terminal of claim 24, wherein the step of constructing an interval prediction model using the data of the drainage bottle height and the spacing interval comprises:
carrying out data pretreatment on the height of the drainage bottle and the limiting interval;
taking the preprocessed height data of the drainage bottle as the input quantity of a machine learning algorithm, and taking the preprocessed data of the limiting interval as the output quantity of the machine learning algorithm; combining p sets of the height data of the drainage bottles and the corresponding sets of the limiting intervals into p training samples, wherein p is a positive integer;
inputting the p training samples into s classifiers for training respectively, and obtaining a mapping relation between the height of the drainage bottle and the limiting interval, namely y ═ f (x), wherein x is the height of the drainage bottle, and y is the limiting interval corresponding to the height of the drainage bottle;
and setting the detection weights { q1, q2, … and qs } of the s classifiers by using a decision machine, and obtaining an interval prediction model of a limiting interval corresponding to the height of the drainage bottle.
CN202011435378.6A 2020-12-04 2020-12-10 Drainage device and control method thereof Pending CN112451764A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022116963A1 (en) * 2020-12-04 2022-06-09 深圳市迪曼医疗科技有限公司 Drainage device and control method therefor, and terminal

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115814181B (en) * 2023-02-14 2023-05-05 吉林大学第一医院 Intracardiac branch of academic or vocational study pericardium thorax puncture and hydrops drainage device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN205095233U (en) * 2015-11-16 2016-03-23 李毅平 Waist da chi drainage device
CN106139267A (en) * 2016-07-29 2016-11-23 万象设计江苏有限责任公司 A kind of drainage bag nursing drainage frame
CN107638599A (en) * 2017-10-09 2018-01-30 温州市中心医院 A kind of pressure monitoring and adjusting means of external drainage system
CN110458387A (en) * 2019-06-27 2019-11-15 广东电网有限责任公司信息中心 A kind of smart grid approaches to IM and system based on machine learning techniques
CN211022643U (en) * 2019-07-31 2020-07-17 威海威创医疗器械有限公司 Split intracranial pressure regulating and controlling measuring instrument
EP3708195A1 (en) * 2019-03-12 2020-09-16 Shu-Hui Yang Body fluid drainage device and application thereof

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112451764A (en) * 2020-12-04 2021-03-09 余英 Drainage device and control method thereof

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN205095233U (en) * 2015-11-16 2016-03-23 李毅平 Waist da chi drainage device
CN106139267A (en) * 2016-07-29 2016-11-23 万象设计江苏有限责任公司 A kind of drainage bag nursing drainage frame
CN107638599A (en) * 2017-10-09 2018-01-30 温州市中心医院 A kind of pressure monitoring and adjusting means of external drainage system
EP3708195A1 (en) * 2019-03-12 2020-09-16 Shu-Hui Yang Body fluid drainage device and application thereof
CN110458387A (en) * 2019-06-27 2019-11-15 广东电网有限责任公司信息中心 A kind of smart grid approaches to IM and system based on machine learning techniques
CN211022643U (en) * 2019-07-31 2020-07-17 威海威创医疗器械有限公司 Split intracranial pressure regulating and controlling measuring instrument

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2022116963A1 (en) * 2020-12-04 2022-06-09 深圳市迪曼医疗科技有限公司 Drainage device and control method therefor, and terminal

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