CN117414119A - Noninvasive intracranial pressure estimation device for assisting in measuring diameter of optic nerve sheath by artificial intelligence - Google Patents
Noninvasive intracranial pressure estimation device for assisting in measuring diameter of optic nerve sheath by artificial intelligence Download PDFInfo
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- CN117414119A CN117414119A CN202311354032.7A CN202311354032A CN117414119A CN 117414119 A CN117414119 A CN 117414119A CN 202311354032 A CN202311354032 A CN 202311354032A CN 117414119 A CN117414119 A CN 117414119A
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- Prior art keywords
- module
- artificial intelligence
- nerve sheath
- assisting
- intracranial pressure
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- 238000013473 artificial intelligence Methods 0.000 title claims abstract description 35
- 238000007917 intracranial administration Methods 0.000 title claims abstract description 22
- 210000001328 optic nerve Anatomy 0.000 title claims abstract description 20
- 238000003384 imaging method Methods 0.000 claims abstract description 14
- 238000012545 processing Methods 0.000 claims abstract description 13
- 238000005259 measurement Methods 0.000 claims abstract description 12
- 238000004891 communication Methods 0.000 claims abstract description 9
- 238000013500 data storage Methods 0.000 claims abstract description 9
- 238000000034 method Methods 0.000 claims description 9
- 230000010354 integration Effects 0.000 claims description 7
- 239000000523 sample Substances 0.000 claims description 6
- 210000005036 nerve Anatomy 0.000 claims description 5
- 230000003287 optical effect Effects 0.000 claims description 5
- 230000005540 biological transmission Effects 0.000 claims description 4
- 238000002604 ultrasonography Methods 0.000 claims description 3
- 238000001514 detection method Methods 0.000 claims description 2
- 238000007781 pre-processing Methods 0.000 claims description 2
- 238000005516 engineering process Methods 0.000 abstract description 6
- 208000012902 Nervous system disease Diseases 0.000 abstract description 3
- 230000000474 nursing effect Effects 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 6
- 238000012544 monitoring process Methods 0.000 description 4
- 230000009286 beneficial effect Effects 0.000 description 2
- 238000013461 design Methods 0.000 description 2
- 208000003174 Brain Neoplasms Diseases 0.000 description 1
- 208000025966 Neurological disease Diseases 0.000 description 1
- 208000030886 Traumatic Brain injury Diseases 0.000 description 1
- PCHJSUWPFVWCPO-UHFFFAOYSA-N gold Chemical compound [Au] PCHJSUWPFVWCPO-UHFFFAOYSA-N 0.000 description 1
- 208000003906 hydrocephalus Diseases 0.000 description 1
- 208000015181 infectious disease Diseases 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 238000000691 measurement method Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 230000009529 traumatic brain injury Effects 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0033—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room
- A61B5/004—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part
- A61B5/0042—Features or image-related aspects of imaging apparatus classified in A61B5/00, e.g. for MRI, optical tomography or impedance tomography apparatus; arrangements of imaging apparatus in a room adapted for image acquisition of a particular organ or body part for the brain
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/03—Detecting, measuring or recording fluid pressure within the body other than blood pressure, e.g. cerebral pressure; Measuring pressure in body tissues or organs
- A61B5/031—Intracranial pressure
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/74—Details of notification to user or communication with user or patient ; user input means
- A61B5/746—Alarms related to a physiological condition, e.g. details of setting alarm thresholds or avoiding false alarms
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2576/00—Medical imaging apparatus involving image processing or analysis
- A61B2576/02—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part
- A61B2576/026—Medical imaging apparatus involving image processing or analysis specially adapted for a particular organ or body part for the brain
Abstract
The invention provides a noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence. The noninvasive intracranial pressure estimation device for assisting in measuring the diameter of the optic nerve sheath by artificial intelligence comprises an imaging unit, wherein the imaging unit is connected with an artificial intelligence processing unit, the artificial intelligence processing unit is connected with a user interface module, and the user interface module is connected with a data storage and communication module. The noninvasive intracranial pressure estimation device for assisting the measurement of the diameter of the optic nerve sheath by artificial intelligence provided by the invention has the advantages that an advanced imaging technology is combined with an artificial intelligence algorithm, ONSD is automatically measured, ICP is estimated with higher precision and minimum operation input, the limitation of the traditional ONSD measurement technology is solved, and the nursing and the results of patients with various nervous system diseases are possibly improved.
Description
Technical Field
The invention relates to the technical field of medical equipment, in particular to a noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence.
Background
Intracranial pressure (ICP) is a key parameter in assessing and managing a variety of neurological diseases, including traumatic brain injury, hydrocephalus, and brain tumors. Currently, the gold standard for ICP monitoring involves invasive procedures, such as an intra-cerebral or intra-meningeal catheter, which are at risk of complications and infection. Non-invasive ICP estimation methods, such as ONSD measurements, have been explored to overcome these limitations.
However, conventional ONSD measurement techniques are subject to operator skill, image quality, and patient specific factors that may affect accuracy and reliability. There is a need for a more powerful, user friendly, non-invasive ICP estimation device that addresses these limitations.
Therefore, there is a need to provide a new noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence.
Disclosure of Invention
The technical problem to be solved by the invention is to provide the noninvasive intracranial pressure estimation device for the auxiliary optic nerve sheath diameter measurement, which combines an advanced imaging technology with an artificial intelligence algorithm, automatically measures ONSD, estimates ICP with higher precision and minimum operation input, solves the limitations of the traditional ONSD measurement technology, and is capable of improving the nursing and results of patients with various nervous system diseases.
In order to solve the technical problems, the noninvasive intracranial pressure estimation device for assisting the diameter measurement of the optic nerve sheath by artificial intelligence provided by the invention comprises: the imaging unit is connected with the artificial intelligence processing unit, the artificial intelligence processing unit is connected with the user interface module, and the user interface module is connected with the data storage and communication module.
Preferably, the artificial intelligence processing module comprises an image preprocessing module, a boundary detection module, an ONSD measurement module, an ICP estimation module and an algorithm updating module.
Preferably, the user interface module is connected with a touch display module, a real-time ICP estimated value checking module, a threshold alarm setting module and a historical data checking module.
Preferably, the data storage and communication module comprises a device and electronic medical record integration module, a wireless data transmission module, a network connection module and a storage module.
Preferably, the imaging unit comprises a handheld device and a probe for acquiring a high resolution image of the patient's optic nerve sheath.
Preferably, the probe acquires a high resolution image of the patient's optic nerve sheath by ocular ultrasound or OCT techniques.
Compared with the related art, the noninvasive intracranial pressure estimation device for assisting the diameter measurement of the optic nerve sheath by artificial intelligence provided by the invention has the following beneficial effects:
the invention provides a noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence, which improves the accuracy and reliability of noninvasive intracranial pressure estimation: by utilizing advanced imaging technology and artificial intelligence algorithm, the device can automatically measure ONSD and estimate ICP, and has higher accuracy and consistency compared with the traditional manual method; minimum skill is required to operate: the artificial intelligence auxiliary treatment greatly reduces the dependence on the skill of operators, ensures consistent results, and is applicable to users regardless of experience level; real-time monitoring and alerting: the user interface enables the clinician to monitor ICP in real-time and set threshold alarms for timely intervention if necessary; seamless integration into clinical workflow: the data storage and communication module facilitates integration with electronic medical records and wireless data transmission, and ensures that the device can be easily integrated into the existing clinical workflow; portability: the compact design of the device and its imaging unit makes it easy to transport and can be used in a variety of clinical settings, including emergency departments, intensive care units and remote sites.
Drawings
FIG. 1 is a schematic block diagram of a noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence;
FIG. 2 is a schematic block diagram of the artificial intelligence processing unit shown in FIG. 1;
fig. 3 is a functional block diagram of the user interface module shown in fig. 1.
Detailed Description
The invention will be further described with reference to the drawings and embodiments.
Referring to fig. 1, fig. 2 and fig. 3 in combination, fig. 1 is a schematic block diagram of a noninvasive intracranial pressure estimation device for assisting in measuring diameter of an optical nerve sheath by artificial intelligence according to the present invention; FIG. 2 is a schematic block diagram of the artificial intelligence processing unit shown in FIG. 1; fig. 3 is a functional block diagram of the user interface module shown in fig. 1. The noninvasive intracranial pressure estimation device for assisting the diameter measurement of the optic nerve sheath by artificial intelligence comprises:
an imaging unit: the imaging device comprises a portable, hand-held device equipped with a probe for acquiring high resolution images of the patient's optic nerve sheath. The device uses ocular ultrasound or OCT techniques, depending on the preferred embodiment. The probe is designed to facilitate positioning and optimal image acquisition and to minimize patient discomfort.
Artificial intelligence processing unit: the artificial intelligence processing unit is an integrated hardware and software system that processes the acquired images using advanced machine learning algorithms. These algorithms automatically detect the boundaries of the optic nerve sheath, measure ONSD, and estimate ICP based on a pre-trained model. The artificial intelligence processing unit continuously updates and perfects the algorithm according to the new data, and ensures that the accuracy and the reliability are improved along with the time.
A user interface module: the user interface module is an intuitive touch screen display that allows the clinician to view real-time ICP estimates, set threshold alarms, and review historical data. The interface also provides visual feedback on the acquired images and on the quality of the ONSD measurements, enabling the operator to make adjustments as needed.
Data storage and communication module: the data storage and communication module enables the device to securely store patient data, integrate with an electronic medical records system, and wirelessly transmit the data to other devices or networks. This module ensures seamless integration with clinical workflow, facilitating data sharing and remote monitoring.
Compared with the related art, the noninvasive intracranial pressure estimation device for assisting the diameter measurement of the optic nerve sheath by artificial intelligence provided by the invention has the following beneficial effects:
the invention provides a noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optic nerve sheath by artificial intelligence, which improves the accuracy and reliability of noninvasive intracranial pressure estimation: by utilizing advanced imaging technology and artificial intelligence algorithm, the device can automatically measure ONSD and estimate ICP, and has higher accuracy and consistency compared with the traditional manual method; minimum skill is required to operate: the artificial intelligence auxiliary treatment greatly reduces the dependence on the skill of operators, ensures consistent results, and is applicable to users regardless of experience level; real-time monitoring and alerting: the user interface enables the clinician to monitor ICP in real-time and set threshold alarms for timely intervention if necessary; seamless integration into clinical workflow: the data storage and communication module facilitates integration with electronic medical records and wireless data transmission, and ensures that the device can be easily integrated into the existing clinical workflow; portability: the compact design of the device and its imaging unit makes it easy to transport and can be used in a variety of clinical settings, including emergency departments, intensive care units and remote sites.
The foregoing description is only illustrative of the present invention and is not intended to limit the scope of the invention, and all equivalent structures or equivalent processes or direct or indirect application in other related technical fields are included in the scope of the present invention.
Claims (6)
1. A non-invasive intracranial pressure estimation device for assisting in measuring diameter of an optical nerve sheath by artificial intelligence, comprising:
the imaging unit is connected with the artificial intelligence processing unit, the artificial intelligence processing unit is connected with the user interface module, and the user interface module is connected with the data storage and communication module.
2. The device of claim 1, wherein the artificial intelligence processing module comprises an image preprocessing module, a boundary detection module, an ONSD measurement module, an ICP estimation module, and an algorithm update module.
3. The noninvasive intracranial pressure estimation device for assisting in measuring the diameter of an optical nerve sheath according to claim 2, wherein the user interface module is connected with a touch display module, a real-time ICP estimated value checking module, a threshold alarm setting module and a historical data checking module.
4. The apparatus of claim 3, wherein the data storage and communication module comprises a device and electronic medical record integration module, a wireless data transmission module, a network connection module, and a storage module.
5. The apparatus of claim 4, wherein the imaging unit comprises a handheld device and a probe for acquiring a high resolution image of the patient's optic nerve sheath.
6. The non-invasive intracranial pressure estimation device for assisting in measuring the diameter of an optical nerve sheath according to claim 5, wherein the probe acquires a high resolution image of the optical nerve sheath of the patient by an ocular ultrasound or OCT technique.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311354032.7A CN117414119A (en) | 2023-10-18 | 2023-10-18 | Noninvasive intracranial pressure estimation device for assisting in measuring diameter of optic nerve sheath by artificial intelligence |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311354032.7A CN117414119A (en) | 2023-10-18 | 2023-10-18 | Noninvasive intracranial pressure estimation device for assisting in measuring diameter of optic nerve sheath by artificial intelligence |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN117414119A true CN117414119A (en) | 2024-01-19 |
Family
ID=89522173
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311354032.7A Pending CN117414119A (en) | 2023-10-18 | 2023-10-18 | Noninvasive intracranial pressure estimation device for assisting in measuring diameter of optic nerve sheath by artificial intelligence |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117414119A (en) |
-
2023
- 2023-10-18 CN CN202311354032.7A patent/CN117414119A/en active Pending
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