METHOD AND A SYSTEM FOR A NON-INVASIVE ASSESSMENT OF A RELATION BETWEEN AN INTRACRANIAL PRESSURE AND AN INTRAOCULAR PRESSURE
20230225613 · 2023-07-20
Inventors
Cpc classification
A61B3/16
HUMAN NECESSITIES
A61B3/0025
HUMAN NECESSITIES
A61B3/12
HUMAN NECESSITIES
A61B5/0205
HUMAN NECESSITIES
A61B3/14
HUMAN NECESSITIES
A61B5/0816
HUMAN NECESSITIES
International classification
A61B3/16
HUMAN NECESSITIES
A61B5/0205
HUMAN NECESSITIES
A61B3/14
HUMAN NECESSITIES
A61B3/12
HUMAN NECESSITIES
A61B3/00
HUMAN NECESSITIES
A61B5/03
HUMAN NECESSITIES
Abstract
Method and system for a non-invasive assessment of a relation between an intracranial pressure and an intraocular pressure. The method comprising the steps of recording a plurality of images of a retina part of an eye of a person, identifying at least one vein, determining a first plurality of characteristic vein diameters for the identified vein at a first vein location, determining whether the at least one vein has experienced a vein collapse during the first time period, and determining a relation between intraocular pressure and intracranial pressure during the first time period.
Claims
1. A method for a non-invasive assessment of a relation between an intracranial pressure and an intraocular pressure using an image recording device, comprising: recording, over a first time period, a plurality of images of a retina part of an eye of a person using the image recording device, identifying, in the plurality of images, at least one vein, determining, in a first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic vein diameters for the at least one vein at a first vein location, determining, based on the first plurality of characteristic vein diameters, whether the at least one vein has experienced a vein collapse during the first time period, and determining the relation between the intraocular pressure and the intracranial pressure during the first time period, wherein if the at least one vein has experienced a vein collapse the intraocular pressure is determined to exceed the intracranial pressure.
2. The method of claim 1, wherein determining whether the at least one vein has experienced a vein collapse comprises: identifying, in the plurality of images, at least one artery associated with the at least one vein, determining, in the first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic artery diameters for the at least one artery at a first artery location, determining, based on the first plurality of characteristic artery diameters, an artery diameter behaviour, determining, based on the first plurality of characteristic vein diameters, a vein diameter behaviour, comparing the vein diameter behaviour to the artery diameter behaviour, and determining, based on the comparison between the vein diameter behaviour and the artery diameter behaviour, whether the at least one vein has experienced a vein collapse during the first time period.
3. The method of claim 1, wherein the plurality of images of the retina part of the eye are also of an optic disc of the eye, and wherein determining whether the at least one vein has experienced a vein collapse comprises: determining, in the first set of images from the plurality of images recorded over the first time period, a location of the optic disc, determining, in the first set of images from the plurality of images recorded over the first time period, a second plurality of characteristic vein diameters for the at least one vein at a second vein location, wherein the second vein location is farther away from the optic disc than the first vein location, determining, based on the first plurality of characteristic vein diameters, a first vein diameter behaviour, determining, based on the second plurality of characteristic vein diameters, a second vein diameter behaviour, comparing the first vein diameter behaviour to the second vein diameter behaviour, and determining based on the comparison between the first vein diameter behaviour and the second vein diameter behaviour, whether the at least one vein has experienced a vein collapse during the first time period.
4. The method of claim 3, wherein the second vein location is at least a distance corresponding to a diameter of the optic disc away from the optic disc.
5. The method of claim 1, wherein determining whether the at least one vein has experienced a vein collapse comprises: determining, based on the first plurality of characteristic vein diameters, a change in vein diameter during the first time period, comparing the change in the vein diameter with a threshold value, and determining, based on the comparison between the change in the vein diameter and the threshold value, whether the at least one vein has experienced a vein collapse during the first time period.
6. The method of claim 1, further comprising: recording, over a second time period, a second plurality of images of the retina part of the eye of the person using the image recording device, identifying, in the second plurality of images, the at least one vein, determining, in a second set of images from the second plurality of images recorded over the second time period, a second plurality of characteristic vein diameters for the at least one vein at the first vein location, determining, based on the second plurality of characteristic vein diameters, whether the at least one vein has experienced a vein collapse during the second time period, and determining the relation between the intraocular pressure and the intracranial pressure during the second time period, wherein if the at least one vein has experienced a vein collapse the intraocular pressure is determined to exceed the intracranial pressure.
7. The method of claim 1, further comprising: identifying, in the plurality of images, at least one artery associated with the at least one vein, determining, in the first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic artery diameters for the at least one artery at a first artery location, calculating an arteriovenous ratio based on the first plurality of characteristic artery diameters and the first plurality of characteristic vein diameters, and comparing the arteriovenous ratio to the relation between the intraocular pressure and the intracranial pressure during the first time period.
8. The method of claim 6, further comprising: identifying, in the second plurality of images, at least one artery associated with the at least one vein; determining, in the second set of images from the plurality of images recorded over the second time period, a second plurality of characteristic artery diameters for the at least one artery at a first artery location, calculating an arteriovenous ratio based on the second plurality of characteristic artery diameters and the second plurality of characteristic vein diameters, determining a change in the arteriovenous ratio between the first time period and the second time period, and comparing the change in the arteriovenous ratio to the relation between the intraocular pressure and the intracranial pressure during the first time period and to the relation between the intraocular pressure and the intracranial pressure during the second time period.
9. The method of claim 6, wherein the first time period, the second time period, or both is at least equal to a duration of at least one heart pulse cycle of the person, a duration of at least one respiratory cycle for the person, or both.
10. The method of claim 9, further comprising: determining, based on the first plurality of characteristic vein diameters, the duration of at least one heart pulse cycle of the person, the duration of at least one respiratory cycle of the person, or both.
11. A system for performing a non-invasive assessment of a relation between an intracranial pressure and an intraocular pressure, comprising: an image recording device, configured to record, over a first time period, a plurality of images of a retina part of an eye of a person, and a processing unit communicatively connectable to the image recording device and configured to: receive the plurality of images recorded by the image recording device, identify, in the plurality of images, at least one vein, determine, in a first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic vein diameters for the at least one vein at a first vein location, determine, based on the first plurality of characteristic vein diameters, whether the at least one vein has experienced a vein collapse during the first time period, and determine the relation between the intraocular pressure and the intracranial pressure during the first time period, wherein if the at least one vein has experienced a vein collapse the intraocular pressure is determined to exceed the intracranial pressure.
12. The system of claim 11, further comprising: a cardiac monitoring component configured to determine a heart pulse cycle of the person, wherein the processing unit is further configured to determine the first plurality of characteristic vein diameters for the at least one vein at the first vein location based on temporal information about the heart pulse cycle.
13. The system of claim 11, further comprising: a respiratory monitoring component configured to determine a respiratory cycle of the person, wherein the processing unit is further configured to determine the first plurality of characteristic vein diameters for the at least one vein at the first vein location based on temporal information about the respiratory cycle.
14. The system of claim 11, wherein, to determine whether the at least one vein has experienced a vein collapse, the processing unit is further configured to: identify, in the plurality of images, at least one artery associated with the at least one vein, determine, in the first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic artery diameters for the at least one artery at a first artery location, determine, based on the first plurality of characteristic artery diameters, an artery diameter behaviour, determine, based on the first plurality of characteristic vein diameters, a vein diameter behaviour, compare the vein diameter behaviour to the artery diameter behaviour, and determine, based on the comparison between the vein diameter behaviour and the artery diameter behaviour, whether the at least one vein has experienced a vein collapse during the first time period.
15. The system of claim 11, wherein, the plurality of images of the retina part of the eye are also of an optic disc of the eye, and wherein, to determine whether the at least one vein has experienced a vein collapse, the processing unit is further configured to: determine, in the first set of images from the plurality of images recorded over the first time period, a location of the optic disc, determine, in the first set of images from the plurality of images recorded over the first time period, a second plurality of characteristic vein diameters for the at least one vein at a second vein location, wherein the second vein location is farther away from the optic disc than the first vein location, determine, based on the first plurality of characteristic vein diameters, a first vein diameter behaviour, determine, based on the second plurality of characteristic vein diameters, a second vein diameter behaviour, compare the first vein diameter behaviour to the second vein diameter behaviour, and determine based on the comparison between the first vein diameter behaviour and the second vein diameter behaviour, whether the at least one vein has experienced a vein collapse during the first time period.
16. The system of claim 11, wherein, to determine whether the at least one vein has experienced a vein collapse, the processing unit is further configured to: determine, based on the first plurality of characteristic vein diameters, a change in vein diameter during the first time period, compare the change in the vein diameter with a threshold value, and determine, based on the comparison between the change in the vein diameter and the threshold value, whether the at least one vein has experienced a vein collapse during the first time period.
17. The system of claim 11, wherein the processing unit is further configured to: record, over a second time period, a second plurality of images of the retina part of the eye of the person using the image recording device, identify, in the second plurality of images, the at least one vein, determine, in a second set of images from the second plurality of images recorded over the second time period, a second plurality of characteristic vein diameters for the at least one vein at the first vein location, determine, based on the second plurality of characteristic vein diameters, whether the at least one vein has experienced a vein collapse during the second time period, and determine the relation between the intraocular pressure and the intracranial pressure during the second time period, wherein if the at least one vein has experienced a vein collapse the intraocular pressure is determined to exceed the intracranial pressure.
18. The system of claim 17, wherein the processing unit is further configured to: identify, in the second plurality of images, at least one artery associated with the at least one vein; determine, in the second set of images from the plurality of images recorded over the second time period, a second plurality of characteristic artery diameters for the at least one artery at a first artery location, calculate an arteriovenous ratio based on the second plurality of characteristic artery diameters and the second plurality of characteristic vein diameters, determining a change in the arteriovenous ratio between the first time period and the second time period, and compare the change in the arteriovenous ratio to the relation between the intraocular pressure and the intracranial pressure during the first time period and to the relation between the intraocular pressure and the intracranial pressure during the second time period.
19. The system of claim 11, wherein the processing unit is further configured to: identify, in the plurality of images, at least one artery associated with the at least one vein, determine, in the first set of images from the plurality of images recorded over the first time period, a first plurality of characteristic artery diameters for the at least one artery at a first artery location, calculate an arteriovenous ratio based on the first plurality of characteristic artery diameters and the first plurality of characteristic vein diameters, and compare the arteriovenous ratio to the relation between the intraocular pressure and the intracranial pressure during the first time period.
20. The system of claim 11, wherein the processing unit is further configured to: determine, based on the first plurality of characteristic vein diameters, a duration of at least one heart pulse cycle of the person, a duration of at least one respiratory cycle of the person, or both.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0112] For exemplifying purposes, the disclosure will be described in closer detail in the following with reference to examples thereof illustrated in the attached drawings, wherein:
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DETAILED DESCRIPTION
[0121] In the following detailed description, examples of the present disclosure will be described. However, it is to be understood that features of the different examples are exchangeable between the examples and may be combined in different ways, unless anything else is specifically indicated. It may also be noted that, for the sake of clarity, the dimensions of certain elements illustrated in the drawings may differ from the corresponding dimensions in real-life implementations.
[0122] Referring initially to
[0123] In the context of the disclosure a vessel pressure is to be understood as the pressure inside of a blood vessel. The increase in the characteristic diameter leads to the artery 2 having a second characteristic artery diameter da2 and the vein 1 having a second characteristic vein diameter dv2. Furthermore, since the strength of the vein 1 is in general lower than that of the artery 2, the increase in the characteristic diameter is larger for the vein 1. When the vessel pressure decreases both the artery 2 and the vein 1 experiences a uniform decrease in their cross-sections, resulting in a decrease in their characteristic diameters. The decrease in the characteristic diameter leads to the artery 2 returning to the first characteristic artery diameter dal and the vein 1 returning to the first characteristic vein diameter dv1.
[0124] Although cross-sections of the vein 1 and the artery 2 at different situations are shown, it is important to understand the change in the artery 2 and vein 1 happens continuously over time, thereby giving rise to a plurality of different cross-section for both the vein 1 and the artery 2.
[0125] Referring to
[0126] Referring to
[0127] Referring to
[0128] Referring to
[0129] Referring to
[0130] Referring to
[0131] On
[0132] Referring to
[0133] In a second step 11 a plurality of images of the retina part of the eye of the person is recorded over a first time period. The recording of the images is carried out by using an image recording device. The recorded images should preferably be of the fundus of the eye with the optic disc in the middle of which the arteries and veins enter and exit the eye, respectively, along the optic nerve, and from which they branch out in all directions across the fundus. In principle, the recorded images may be recorded using any suitable device. This could be a dedicated device for this specific purpose. It could also be a digital camera with suitable optics, preferably in combination with a data processing device, such as a personal computer, PC, for inter alia processing the image data according to the method, and possibly providing storage capacity for the recorded images, at least temporarily. In particular, however, the image recording device could be the built-in camera of a smart phone fitted with a suitable lens adapter. The smart phone could thus be used both for the recording of the images, and the subsequent image data processing according to the method, as well as providing storage capacity for the recorded images. Suitable lens adapters for recording eye images are commercially available, such as the iExaminerâ„¢, from Welch Allyn, Inc., 4341 State Road, Skaneateles Falls, N.Y. 13153, USA. In general, but particular when using a smart phone as the image recording device, it should be noted that the image recording device should record the images in an uncompressed format, such as Bitmap (.bmp), Tagged Image File (.tiff), JPEG2000 in lossless setting (.JP2, .JPF, .JPX). Compression may blur images and therefore adversely affect the subsequent image data processing of the method according to the disclosure and is therefore not desirable.
[0134] In a third step 12 at least one vein is identified in the recorded plurality of images. The method is of course not limited to one vein, a plurality of veins may also be identified and analysed in a same manner as the at least one vein. The at least one vein may be identified manually by personnel analysing the plurality of recorded images. Alternatively, or in combination, the identification of the at least one vein may be carried out by a processing unit using appropriate image analysis software.
[0135] In a fourth step 13 a first plurality of characteristic vein diameters for the identified vein at a first vein location is determined, in a first plurality of images from the plurality of images recorded over the first time period.
[0136] In a fifth step 14 it is determined, based on the first plurality of characteristic vein diameters, whether the at least one vein has experienced a vein collapse during the first time period. The determination of whether the least one vein has experienced a vein collapse during the first time period may be carried out in plethora of ways. In the block diagram three different methods 141-146, 147-1412, 1413-1415 of determining whether the vein has collapsed in the first time period is presented. The different method may be carried all in parallel with each other, a combination of the methods may be chosen to be carried out in parallel, or just a single of the presented methods may be used.
[0137] In the first method 141-146 at least one artery associated with said vein is identified 141. The artery may be identified in a corresponding manner as the vein. A first plurality of characteristic artery diameters for the identified artery at a first artery location is determined 142 in the first plurality of images from the plurality of images recorded over the first time period. Based on the first plurality of characteristic artery diameters an artery diameter behaviour is determined 143. Based on the first plurality of characteristic vein diameters a vein diameter behaviour is determined 144. The vein diameter behaviour is compared 145 to the artery diameter behaviour. Based on the comparison between the vein diameter behaviour and the artery diameter behaviour, it is determined 146, whether the at least one vein has experienced a vein collapse during the first time period. The workings behind the first method 141-146 is presented in higher detail in relation to
[0138] In the second method 147-1412 the location of the optic disc is determined 147 in the first plurality of images. A second plurality of characteristic vein diameters for the identified vein at a second vein location is determined 148 in the first plurality of images from the plurality of images recorded over the first time period. Based on the first plurality of characteristic vein diameters a first vein diameter behaviour is determined 149. Based on the second plurality of characteristic vein diameters a second vein diameter behaviour is determined 1410. The first vein diameter behaviour is compared 1411 to the second vein diameter behaviour. Based on the comparison between the first vein diameter behaviour and the second vein diameter behaviour, it is determined 1412, whether the at least one vein has experienced a vein collapse during the first time period. The workings behind the second method 147-1412 is presented in higher detail in relation to
[0139] In the third method 1413-1415 a change in vein diameter during the first time period is determined 1413, based on the first plurality of characteristic vein diameters. The change in vein diameter is compared 1414 with a threshold value. Based on the comparison between the change in vein diameter and the threshold value it is determined 1415, whether the at least one vein has experienced a vein collapse during the first time period. The workings behind the third method 1413-1415 is presented in higher detail in relation to
[0140] Thus, the determination made in the fifth step 14 rely on the first method 141-146, the second method 147-1412, the third method 1413-1415, or any combination of these, e.g. if it was not possible to identify an artery in the recorded images the second method 147-1412 and/or the third method 1413-1415 may still be used to determine whether the at least one vein has experienced a vein collapse. Alternatively, if an artery was identified but the image quality was only sufficient to measure a characteristic vein diameter at a first vein location, the first method 141-146 and/or the third method may be used. Being able to rely on several methods allows for verification of results and lowers the requirements on the recorded images.
[0141] In a sixth step 15 a relation between IOP and ICP during the first time period is determined. The determination is made based on whether the at least one vein has collapsed during the first time period, where if the at least one vein has experienced a vein collapse the IOP is determined to exceed the ICP.
[0142] In a non-mandatory seventh step 16 the previous steps 10-15 may be repeated for a second time period, allowing for the monitoring of a patient over a longer duration of time.
[0143] In parallel with determining the relation between IOP and ICP during the first time period, an AVR for the patient.
[0144] In an eight step 17 at least one artery associated with said vein is identified in said plurality of images. This step may in some case be skipped if the first method 141-146 is applied, as the first method involves identifying 141 at least one artery associated with the least one vein.
[0145] In a ninth step 18 a first plurality of characteristic artery diameters for the identified artery at a first artery location is determined in the first plurality of images from the plurality of images recorded over the first time period. Similarly, to the eight step 17, the ninth step 19 may also be skipped if the first method 141-146 is applied, as the first method involves determining 142 the first plurality of characteristic artery diameters for the identified artery at the first artery location.
[0146] In a tenth step 19 an AVR is calculated based on the first plurality of characteristic artery diameters and the first plurality of characteristic vein diameters. The calculated AVR may be calculated as a mean or median value based on the determined characteristic diameters.
[0147] In an eleventh step 20 the calculated AVR is compared to the relation between IOP and ICP, determined in the sixth step 15.
[0148] In a twelfth step 21 the eight step 17, ninth step 18, and tenth step 19 may be repeated for a second time period in order to determine an AVR for the second time period.
[0149] In a thirteenth step 22 the change in AVR between the first time period and the second time period is determined.
[0150] In a fourteenth step 23 the change in AVR is compared to the relation between IOP and ICP during the first time period and to the relation between IOP and ICP during the second time period.
[0151] Specific examples of the disclosure have now been described. However, several alternatives are possible, as would be apparent for someone skilled in the art. Such and other modifications must be considered to be within the scope of the present disclosure, as it is defined by the appended claims.