METHODS AND SYSTEMS FOR POLARIZATION-SENSITIVE OPTICAL COHERENCE TOMOGRAPHY
20230358669 · 2023-11-09
Inventors
Cpc classification
G02F1/0136
PHYSICS
G01N21/4795
PHYSICS
G01B9/02091
PHYSICS
International classification
Abstract
A system for polarization-sensitive optical coherence tomography (PS-OCT) of a sample comprises an interferometric arrangement comprising a reference arm and a sample arm, the sample arm being arranged to emit optical radiation towards the sample; a phase modulation system arranged at an input to the sample arm; and a detector arranged to detect a signal generated by interference between a reference beam from the reference arm and a sample beam from the sample arm. The phase modulation system comprises: an electro-optic modulator; a polarizer arranged at a rotation angle relative to the fast axis of the electro-optic modulator; and a signal generator for delivering a driving voltage to the electro-optic modulator; wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states.
Claims
1. A system for polarization-sensitive optical coherence tomography (PS-OCT) of a sample, comprising: an interferometric arrangement comprising a reference arm and a sample arm, the sample arm being arranged to emit optical radiation towards the sample; a phase modulation system arranged at an input to the sample arm; and a detector arranged to detect a signal generated by interference between a reference beam from the reference arm and a sample beam from the sample arm; wherein the phase modulation system comprises: an electro-optic modulator; a polarizer arranged at a rotation angle relative to the fast axis of the electro-optic modulator; and a signal generator for delivering a driving voltage to the electro-optic modulator; wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states.
2. A system according to claim 1, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees.
3. A system according to claim 2, wherein the rotation angle is 27.3678 degrees.
4. A system according to claim 1, wherein the driving voltage has a sawtooth waveform.
5. A system according to claim 4, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees.
6. A system according to claim 1, comprising at least one processor that is configured to determine the Mueller matrix of the sample from the signal detected by the detector.
7. A system according to claim 6, wherein the at least one processor is configured to determine birefringence of the sample based on the Mueller matrix.
8. A system according to claim 7, wherein the at least one processor is configured to apply a constraint to the determination of the birefringence of the sample based on a priori knowledge of one or more structural parameters of the sample.
9. A phase modulation unit for polarization-sensitive optical coherence tomography (PS-OCT) of a sample, the phase modulation system being positionable at an input of a sample arm that is arranged to emit optical radiation towards the sample, the phase modulation system comprising: an electro-optic modulator; a polarizer arranged at a non-zero rotation angle relative to the fast axis of the electro-optic modulator; and a signal generator for delivering a driving voltage to the electro-optic modulator; wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states.
10. A phase modulation unit according to claim 9, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees.
11. A phase modulation unit according to claim 10, wherein the rotation angle is 27.3678 degrees.
12. A method of polarization-sensitive optical coherence tomography (PS-OCT) of a sample, comprising: generating, by sample arm optics, a sample beam for illuminating the sample; and detecting an interference signal generated by interference of the sample beam with a reference beam; wherein the sample arm optics have a phase modulation system arranged at an input thereof, the phase modulation system being configured to: transmit an input beam through a polarizer arranged at a rotation angle relative to the fast axis of an electro-optic modulator; and deliver a driving voltage to the electro-optic modulator; wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states.
13. A method according to claim 12, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees.
14. A method according to claim 13, wherein the rotation angle is 27.3678 degrees.
15. A method according to claim 12, wherein the driving voltage has a sawtooth waveform.
16. A method according to claim 15, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees.
17. A method according to claim 12, comprising determining the Mueller matrix of the sample based on the interference signal.
18. A method according to claim 17, comprising determining birefringence of the sample based on the Mueller matrix.
19. A method according to claim 18, comprising applying a constraint to the determination of the birefringence of the sample based on a priori knowledge of one or more structural parameters of the sample.
20. A method according to claim 19, wherein the sample is an eye, and wherein the method further comprises generating a fiber anisotropy image and/or a fiber orientation image of the sclera of the eye.
21. A method according to claim 20, wherein the constraint is that the fiber collagen is circumferential around the optical nerve head on the sclera.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0044] Some embodiments of a PS-OCT system and method, in accordance with present teachings will now be described, by way of non-limiting example only, with reference to the accompanying drawings in which:
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DETAILED DESCRIPTION
[0061] Embodiments of the present disclosure provide a system and method to image high resolution, 3D scleral ECM collagen structure in vivo. Embodiments make use of a novel modulation apparatus that can be added to existing PS-OCT technology. Although embodiments are described with reference to their use in ophthalmic imaging, it will be appreciated that the technology of the present disclosure is applicable in other contexts, including non-ophthalmic medical imaging, and even non-medical imaging.
[0062] For example, applying the modulation apparatus to an ophthalmic PS-OCT, full Mueller properties of the sclera can be measured. With the full Mueller matrix, the polarization modification of the air-cornea interface can be compensated, and depolarization, diattenuation and retardation can be extracted as additional contrasts, and the three-dimensional structure of the sclera can be reconstructed at micron-scale resolution. Derived metrics from the scleral volume measurement, including the collagen anisotropy of the posterior pole, can serve as new biomarkers for myopia screening and diagnosis, as well as for other diseases involving the sclera such as glaucoma or posterior scleritis.
[0063] In embodiments, a modulation apparatus is used on the light input portal of a PS-OCT. The modulation apparatus can generate 3 eigen-polarization states and enables the PS-OCT to time-multiplex measure the full Mueller matrix of the specimen under examination at high speed (faster than 200 kHz), thereby enabling extraction of the birefringence and structure information based on computational reconstruction.
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[0065] As shown in
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[0067] It is possible for the polarizer 130 to be oriented at angles other than the optimal angle of 17.6322°. This is illustrated in
[0068] Turning now to
[0069] Light reaches the modulation unit 120 via a polarization controller (PC) and a collimating lens L1, and upon being modulated and emitted as described above, is transmitted to the sample arm 112 via a focusing lens L2. At the sample arm 112, the modulated output light is received at sample arm optical circulator C2, whereby it is transmitted to a collimating lens L7, and then on to a scanning galvanometer SG that enables xy-scanning of the sample (in this example, an eye) - in
Determination of the Full Mueller Matrix
[0070] Once the polarization state of the light from the sample is detected by PDDU 114, it can be analyzed to determine the full Mueller matrix, as will now be described in detail.
[0071] Without loss of generality, the input probing light with three orthogonal inputs before going through the system and sample optics (i.e., after exiting modulation unit 120 and before entering sample arm 112) can be assembled into a probing matrix M.sub.probing:
After going through the system and sample, represented by a Mueller matrix M, the probing light is detected by the PDD unit 114, which detects the polarization state of the received light in Stokes space as [s.sub.0 s.sub.1 s.sub.2 s.sub.3].sup.T. The raw data received by the detector can be assembled into a detection matrix M.sub.detecting:
where M is the 4×4 pure Mueller (Jones-Mueller) matrix of the overall light circuit:
Therefore, the detecting matrix can be obtained:
In terms of D and m.sub.R, M.sub.detecting can be expressed as
where D = [d.sub.1 d.sub.2 d.sub.3].sup.T = [m.sub.01/m.sub.00 m.sub.02/m.sub.00 m.sub.03/m.sub.00].sup.T. D.sup.M is defined as . The superscript .sup.Tdenotes the matrix transpose. To solve m.sub.00, an auxiliary matrix is constructed to remove the retarder in the measurement:
The detecting matrix can be expressed as:
where a = m.sub.00(d.sub.1+1), b = m.sub.00(d.sub.2+1), c = m.sub.00(d.sub.3+1), a,b,c > 0. Further simplifying M.sub.aux:
Note that cos.sup.2κ = |D|.sup.2, D = [(a ― 1)/m.sub.00 (b ― 1)/m.sub.00 (c ― 1)/m.sub.00].sup.T, and thus equations can be found from the entries in M.sub.aux and D, such as:
Although more than one equation can be found, they are redundant with each other. m.sub.00 can be solved as:
where ε = (ab+ bc+ ac ― M.sub.aux(1,2) ― M.sub.aux(1,3) ― M.sub.aux(2,3))/3. Note m.sub.00 is solved from a 2 order polynomial equation, which has 2 roots. Only the one listed above is valid.
[0072] Once m.sub.00 is solved, D, m.sub.D,m.sub.R can be reconstructed sequentially, and the 4×4 Mueller matrix M of the tissue can then be reconstructed, as follows.
The raw fringe data was recorded by the described system. Dispersion calibration was applied by optimizing a 3-order polynomial phase correction term that maximized the contrast of the magnitude of Fourier transform of the raw data. Phase variation from the laser was extracted from a calibration signal and compensated to the fringe. The full Mueller matrix of the sample was obtained from the sequentially measured Stokes vectors.
[0073] In the case of ophthalmic PS-OCT, a diattenuation term, which is mainly induced by the cornea, may be obtained by polar decomposition and removed from the sample Mueller matrix. The depth resolved birefringence can be resolved by the solution of the differential equation of the cumulative Mueller matrix M:
where LB is linear birefringence, LD is linear diattenuation, CB is circular birefringence, and CD is circular diattenuation.
[0074] The solution form is a matrix exponential, exp(βx). The 3D vector β describes the fiber structure of the underlying sample. Specifically, the Euclidean length of β represents the fiber anisotropy and the direction of β represents the fiber orientation. However, β may not be solvable unless another constraint is added based on a priori knowledge of the sample. Accordingly, to recover the absolute fiber orientation, β can be rotated by a factor exp(iφ) to meet the a priori condition that the fiber collagen is circumferential around the optical nerve head on the sclera. In some embodiments, it will be appreciated that absolute direction may not be important, such that a constraint based on a priori knowledge need not be applied. In this case, the overall measurement will be randomly offset by a phase factor exp(iφ), but a map showing information indicative of relative orientation of objects within the image may still be produced.
Experimental Results
[0075] An example system was constructed in accordance with the present invention. Chick and guinea pig models were investigated. A cohort of 10 chicken and 4 guinea pigs were studied. Myopia was induced by covering a diffuser on the experimental eye, while leaving the other eye open for control. At the imaging day (day 14 for chick and day 80 for guinea pigs), the eyes were imaged in vivo and then harvested for axial length measurement and histological validation. The preliminary results confirmed the potential biomarkers can be extracted from the measured scleral fiber structure information.
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[0081] Other prior art systems use two-step modulation, compared to the three-step modulation of the present disclosure. The presently disclosed technology has an advantage over such prior art systems in terms of reliable measurement, due to full corneal compensation. With two-step modulation, interference from the cornea cannot be compensated, resulting in a deviated or even misleading structural result. An example is shown in
[0082] Embodiments may have one or more of the following features and/or advantages: [0083] A modulation apparatus that can generate 3 eigen-polarization states in a high speed. This apparatus uses an electrical-optical modulator relatively positioned at an angle of 27.3678° to the fast axis of the modulator. This particular rotation angle of the polarizer enables generating all three eigen-polarization states. A 3-point step driving waveform is applied to the electrical-optical modulator to generate three eigen-polarization states. [0084] A swept source based polarization sensitive optical coherence tomography imaging system with enhanced ranging depth and sensitivity, which is capable of imaging the deep retina sclera. [0085] A method to computationally reconstruct the full Mueller matrix of the scleral collagen structural information using the measured data and a priori knowledge of the scleral architecture. [0086] A method to use depolarization properties to segment the sclera from the choroid and the noise signal arising from deep orbital structures. [0087] A method to quantify the measured data by tractographic processing and derive metrics that indicate the underlying physiological state of the subject’s sclera. (ie. the collagen anisotropy). [0088] Derived metrics from the scleral volume measurement, including the collagen anisotropy of the posterior pole, can serve as new biomarkers for myopia screening, diagnosis, risk stratification, treatment monitoring and as surrigate outcome for clinical trials as well as for other diseases including the sclera such as glaucoma or posterior scleritis.
[0089] Many modifications will be apparent to those skilled in the art without departing from the scope of the present invention.
[0090] Throughout this specification, unless the context requires otherwise, the word “comprise”, and variations such as “comprises” and “comprising”, will be understood to imply the inclusion of a stated integer or step or group of integers or steps but not the exclusion of any other integer or step or group of integers or steps.
[0091] The reference in this specification to any prior publication (or information derived from it), or to any matter which is known, is not, and should not be taken as an acknowledgment or admission or any form of suggestion that that prior publication (or information derived from it) or known matter forms part of the common general knowledge in the field of endeavour to which this specification relates.
[0092] One or more embodiments of the invention are disclosed in the following numbered statements.
[0093] 1. A system for polarization-sensitive optical coherence tomography (PS-OCT) of a sample, comprising: [0094] an interferometric arrangement comprising a reference arm and a sample arm, the sample arm being arranged to emit optical radiation towards the sample; [0095] a phase modulation system arranged at an input to the sample arm; and [0096] a detector arranged to detect a signal generated by interference between a reference beam from the reference arm and a sample beam from the sample arm; [0097] wherein the phase modulation system comprises: [0098] an electro-optic modulator; [0099] a polarizer arranged at a rotation angle relative to the fast axis of the electro-optic modulator; and [0100] a signal generator for delivering a driving voltage to the electro-optic modulator; [0101] wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states. [0102] 2. A system according to 1, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees. [0103] 3. A system according to 2, wherein the rotation angle is 27.3678 degrees. [0104] 4. A system according to any one of 1 to 3, wherein the driving voltage has a sawtooth waveform. [0105] 5. A system according to 4, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees. [0106] 6. A system according to any one of 1 to 5, wherein the detector comprises a polarization diversity detection unit (PDDU). [0107] 7. A system according to any one of 1 to 6, comprising at least one processor that is configured to determine the Mueller matrix of the sample from the signal detected by the detector. [0108] 8. A system according to 7, wherein the at least one processor is configured to determine a diattenuation contribution to the Mueller matrix by polar decomposition. [0109] 9. A system according to 7 or 8, wherein the at least one processor is configured to determine birefringence of the sample based on the Mueller matrix. [0110] 10. A system according to 9, wherein the at least one processor is configured to apply a constraint to the determination of the birefringence of the sample based on a priori knowledge of one or more structural parameters of the sample. [0111] 11. A phase modulation system for polarization-sensitive optical coherence tomography (PS-OCT) of a sample, the phase modulation system being positionable at an input of a sample arm that is arranged to emit optical radiation towards the sample, the phase modulation system comprising: [0112] an electro-optic modulator; [0113] a polarizer arranged at a non-zero rotation angle relative to the fast axis of the electro-optic modulator; and [0114] a signal generator for delivering a driving voltage to the electro-optic modulator; [0115] wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states. [0116] 12. A phase modulation system according to 11, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees. [0117] 13. A phase modulation system according to 12, wherein the rotation angle is 27.3678 degrees. [0118] 14. A phase modulation system according to any one of 11 to 13, wherein the driving voltage has a sawtooth waveform. [0119] 15. A phase modulation system according to 14, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees. [0120] 16. A method of polarization-sensitive optical coherence tomography (PS-OCT) of a sample, comprising: [0121] generating, by sample arm optics, a sample beam for illuminating the sample; and [0122] detecting an interference signal generated by interference of the sample beam with a reference beam; [0123] wherein the sample arm optics have a phase modulation system arranged at an input thereof, the phase modulation system being configured to: [0124] transmit an input beam through a polarizer arranged at a rotation angle relative to the fast axis of an electro-optic modulator; and [0125] deliver a driving voltage to the electro-optic modulator; [0126] wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states. [0127] 17. A method according to 16, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees. [0128] 18. A method according to 17, wherein the rotation angle is 27.3678 degrees. [0129] 19. A method according to any one of 16 to 18, wherein the driving voltage has a sawtooth waveform. [0130] 20. A method according to 19, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees. [0131] 21. A method according to any one of 16 to 20, wherein the interference signal is detected by a polarization diversity detection unit (PDDU). [0132] 22. A method according to any one of 16 to 21, comprising determining the Mueller matrix of the sample from the interference signal. [0133] 23. A method according to 22, comprising determining a diattenuation contribution to the Mueller matrix by polar decomposition. [0134] 24. A method according to 22 or 23, comprising determining birefringence of the sample based on the Mueller matrix. [0135] 25. A method according to 24, comprising applying a constraint to the determination of the birefringence of the sample based on a priori knowledge of one or more structural parameters of the sample. [0136] 26. A method according to any one of 16 to 25, wherein the sample is an eye. [0137] 27. A method according to 26, further comprising generating a fiber anisotropy image and/or a fiber orientation image of the sclera of the eye. [0138] 28. A method according to 27 when appended to 25, wherein the constraint is that the fiber collagen is circumferential around the optical nerve head on the sclera. [0139] 29. A method of modulating a sample beam for polarization-sensitive optical coherence tomography (PS-OCT) of a sample, comprising: [0140] arranging a phase modulation system at an input of sample arm optics of a PS-OCT system, the phase modulation system being configured to: [0141] transmit an input beam through a polarizer arranged at a rotation angle relative to the fast axis of an electro-optic modulator; and [0142] deliver a driving voltage to the electro-optic modulator; [0143] wherein the rotation angle and the driving voltage are selected such that the phase modulation system generates three mutually orthogonal polarization states. [0144] 30. A method according to 29, wherein the rotation angle is between about 17.6 degrees and about 38.1 degrees. [0145] 31. A method according to 30 wherein the rotation angle is 27.3678 degrees. [0146] 32. A method according to any one of 29 to 31, wherein the driving voltage has a sawtooth waveform. [0147] 33. A method according to 32, wherein the sawtooth waveform is a 3-point step driving waveform, the steps corresponding to modulation depths of -120 degrees, 0 degrees, and 120 degrees.