1
|
Wang C, Liu Y, Calle P, Li X, Liu R, Zhang Q, Yan F, Fung KM, Conner AK, Chen S, Pan C, Tang Q. Enhancing epidural needle guidance using a polarization-sensitive optical coherence tomography probe with convolutional neural networks. JOURNAL OF BIOPHOTONICS 2024; 17:e202300330. [PMID: 37833242 PMCID: PMC10922538 DOI: 10.1002/jbio.202300330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 09/28/2023] [Accepted: 10/10/2023] [Indexed: 10/15/2023]
Abstract
Epidural anesthesia helps manage pain during different surgeries. Nonetheless, the precise placement of the epidural needle remains a challenge. In this study, we developed a probe based on polarization-sensitive optical coherence tomography (PS-OCT) to enhance the epidural anesthesia needle placement. The probe was tested on six porcine spinal samples. The multimodal imaging guidance used the OCT intensity mode and three distinct PS-OCT modes: (1) phase retardation, (2) optic axis, and (3) degree of polarization uniformity (DOPU). Each mode enabled the classification of different epidural tissues through distinct imaging characteristics. To further streamline the tissue recognition procedure, convolutional neural network (CNN) were used to autonomously identify the tissue types within the probe's field of view. ResNet50 models were developed for all four imaging modes. DOPU imaging was found to provide the highest cross-testing accuracy of 91.53%. These results showed the improved precision by PS-OCT in guiding epidural anesthesia needle placement.
Collapse
Affiliation(s)
- Chen Wang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Yunlong Liu
- School of Computer Science, University of Oklahoma, Norman, OK 73019, USA
| | - Paul Calle
- School of Computer Science, University of Oklahoma, Norman, OK 73019, USA
| | - Xinwei Li
- Department of Electrical and Electronic Engineering, University of Nottingham, Nottingham, United Kingdom, NG7 2RD
| | - Ronghao Liu
- School of Computer Science and Technology, Shandong Jianzhu University, Jinan, 250100, China
| | - Qinghao Zhang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Feng Yan
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Kar-ming Fung
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Andrew K. Conner
- Department of Neurosurgery, University of Oklahoma College of Medicine, Oklahoma City, OK 73104, USA
| | - Sixia Chen
- Department of Biostatistics and Epidemiology, Hudson College of Public Health, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Chongle Pan
- School of Computer Science, University of Oklahoma, Norman, OK 73019, USA
| | - Qinggong Tang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| |
Collapse
|
2
|
Yan F, Wang C, Yan Y, Zhang Q, Yu Z, Patel SG, Fung KM, Tang Q. Polarization-sensitive optical coherence tomography for renal tumor detection in ex vivo human kidneys. OPTICS AND LASERS IN ENGINEERING 2024; 173:107900. [PMID: 37982078 PMCID: PMC10653339 DOI: 10.1016/j.optlaseng.2023.107900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
Kidney cancer is a kind of high mortality cancer because of the difficulty in early diagnosis and the high metastatic dissemination in treatments. The surgical resection of tumors is the most effective treatment for renal cancer patients. However, precise assessment of tumor margins is a challenge during surgical resection. The objective of this study is to demonstrate an optical imaging tool in precisely distinguishing kidney tumor borders and identifying tumor zones from normal tissues to assist surgeons in accurately resecting tumors from kidneys during the surgery. 30 samples from six human kidneys were imaged using polarization-sensitive optical coherence tomography (PS-OCT). Cross-sectional, enface, and spatial information of kidney samples were obtained for microenvironment reconstruction. Polarization parameters (phase retardation, optic axis direction, and degree of polarization uniformity (DOPU) and Stokes parameters (Q, U, and V) were utilized for multi-parameter analysis. To verify the detection accuracy of PS-OCT, H&E histology staining and dice-coefficient was utilized to quantify the performance of PS-OCT in identifying tumor borders and regions. In this study, tumor borders were clearly identified by PS-OCT imaging, which outperformed the conventional intensity-based OCT. With H&E histological staining as golden standard, PS-OCT precisely identified the tumor regions and tissue distributions at different locations and different depths based on polarization and Stokes parameters. Compared to the traditional attenuation coefficient quantification method, PS-OCT demonstrated enhanced contrast of tissue characteristics between normal and cancerous tissues due to the birefringence effects. Our results demonstrated that PS-OCT was promising to provide imaging guidance for the surgical resection of kidney tumors and had the potential to be used for other human kidney surgeries in clinics such as renal biopsy.
Collapse
Affiliation(s)
- Feng Yan
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Chen Wang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Yuyang Yan
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Qinghao Zhang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
| | - Zhongxin Yu
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Sanjay G. Patel
- Department of Urology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Kar-Ming Fung
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
- Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Qinggong Tang
- Stephenson School of Biomedical Engineering, University of Oklahoma, Norman, OK 73019, USA
- Institute for Biomedical Engineering, Science, and Technology (IBEST), University of Oklahoma, Norman, OK 73019, USA
| |
Collapse
|
3
|
Rivet S, Marques MJ, Bradu A, Podoleanu A. Passive optical module for polarization-sensitive optical coherence tomography systems. OPTICS EXPRESS 2017; 25:14533-14544. [PMID: 28789039 DOI: 10.1364/oe.25.014533] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 05/30/2017] [Indexed: 06/07/2023]
Abstract
The paper presents a proof-of-concept polarization-sensitive swept source optical coherence tomography (OCT) system that performs measurements of the retardance as well as of the axis orientation of a linear birefringent sample. The system performs single input state polarization-sensitive OCT and employs an optical module based on optically passive elements such as two beam displacers and a Faraday rotator. Our implementation of the PS-OCT system does not need any calibration step to compensate for the polarimetric effect of the fibers, and its operation does not require a balanced polarization-diversity detector. The optical module allows measurement of the two polarization properties of the sample via two measurements which are performed simultaneously.
Collapse
|
4
|
Marques MJ, Rivet S, Bradu A, Podoleanu A. Polarization-sensitive optical coherence tomography system tolerant to fiber disturbances using a line camera. OPTICS LETTERS 2015; 40:3858-3861. [PMID: 26274678 DOI: 10.1364/ol.40.003858] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
This Letter presents a spectral-domain, polarization-sensitive optical coherence tomography (PS-OCT) system, where the light collection from the two arms of the interferometer is performed exclusively using single-mode fibers and couplers, and the two orthogonal polarization components are sequentially detected by a single line camera. Retardance measurements can be affected by polarimetric effects because of fiber birefringence and diattenuation in fiber couplers. This configuration bypasses such issues by performing polarization selection before the collection fiber through the combination of a polarization rotator and a linear polarizer. Retardance calibration is achieved with a Berek compensator. Similar net retardance maps of a birefringent phantom are obtained for two different settings of induced fiber birefringence, effectively demonstrating the tolerance of the configuration to fiber-based disturbances.
Collapse
|
5
|
Marvdashti T, Duan L, Lurie KL, Smith GT, Ellerbee AK. Quantitative measurements of strain and birefringence with common-path polarization-sensitive optical coherence tomography. OPTICS LETTERS 2014; 39:5507-10. [PMID: 25360914 DOI: 10.1364/ol.39.005507] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
We demonstrate the first system for optical coherence tomography (OCT) that enables simultaneous measurement of quantitative birefringence and strain in biological samples using a common-path configuration. Owing to its superior phase stability, common-path polarization sensitive optical coherence tomography (CoPPSe-OCT) achieves a sub-nanometer displacement sensitivity of 0.52 nm at an SNR of 48 dB. We utilize CoPPSe-OCT to measure reflectance, birefringence, and strain for distinguishing burnt regions in a birefringent biological sample (chicken breast muscle).
Collapse
|
6
|
Wang Z, Lee HC, Ahsen OO, Lee B, Choi W, Potsaid B, Liu J, Jayaraman V, Cable A, Kraus MF, Liang K, Hornegger J, Fujimoto JG. Depth-encoded all-fiber swept source polarization sensitive OCT. BIOMEDICAL OPTICS EXPRESS 2014; 5:2931-49. [PMID: 25401008 PMCID: PMC4230879 DOI: 10.1364/boe.5.002931] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Revised: 07/23/2014] [Accepted: 07/24/2014] [Indexed: 05/18/2023]
Abstract
Polarization sensitive optical coherence tomography (PS-OCT) is a functional extension of conventional OCT and can assess depth-resolved tissue birefringence in addition to intensity. Most existing PS-OCT systems are relatively complex and their clinical translation remains difficult. We present a simple and robust all-fiber PS-OCT system based on swept source technology and polarization depth-encoding. Polarization multiplexing was achieved using a polarization maintaining fiber. Polarization sensitive signals were detected using fiber based polarization beam splitters and polarization controllers were used to remove the polarization ambiguity. A simplified post-processing algorithm was proposed for speckle noise reduction relaxing the demand for phase stability. We demonstrated systems design for both ophthalmic and catheter-based PS-OCT. For ophthalmic imaging, we used an optical clock frequency doubling method to extend the imaging range of a commercially available short cavity light source to improve polarization depth-encoding. For catheter based imaging, we demonstrated 200 kHz PS-OCT imaging using a MEMS-tunable vertical cavity surface emitting laser (VCSEL) and a high speed micromotor imaging catheter. The system was demonstrated in human retina, finger and lip imaging, as well as ex vivo swine esophagus and cardiovascular imaging. The all-fiber PS-OCT is easier to implement and maintain compared to previous PS-OCT systems and can be more easily translated to clinical applications due to its robust design.
Collapse
Affiliation(s)
- Zhao Wang
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Hsiang-Chieh Lee
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Osman Oguz Ahsen
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - ByungKun Lee
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - WooJhon Choi
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Benjamin Potsaid
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Advanced Imaging Group, Thorlabs, Inc., Newton, NJ, USA
| | - Jonathan Liu
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | | | - Alex Cable
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
- Advanced Imaging Group, Thorlabs, Inc., Newton, NJ, USA
| | - Martin F. Kraus
- Pattern Recognition Lab and School of Advanced Optical Technologies, University Erlangen-Nürnberg, Erlangen, Germany
| | - Kaicheng Liang
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Joachim Hornegger
- Pattern Recognition Lab and School of Advanced Optical Technologies, University Erlangen-Nürnberg, Erlangen, Germany
| | - James G. Fujimoto
- Department of Electrical Engineering and Computer Science and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA
| |
Collapse
|
7
|
Lin H, Kao MC, Lai CM, Huang JC, Kuo WC. All fiber optics circular-state swept source polarization-sensitive optical coherence tomography. JOURNAL OF BIOMEDICAL OPTICS 2014; 19:21110. [PMID: 24084890 DOI: 10.1117/1.jbo.19.2.021110] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Accepted: 09/10/2013] [Indexed: 05/28/2023]
Abstract
A swept source (SS)-based circular-state (CS) polarization-sensitive optical coherence tomography (PS-OCT) constructed entirely with polarization-maintaining fiber optics components is proposed with the experimental verification. By means of the proposed calibration scheme, bulk quarter-wave plates can be replaced by fiber optics polarization controllers to, therefore, realize an all-fiber optics CS SSPS-OCT. We also present a numerical dispersion compensation method, which can not only enhance the axial resolution, but also improve the signal-to-noise ratio of the images. We demonstrate that this compact and portable CS SSPS-OCT system with an accuracy comparable to bulk optics systems requires less stringent lens alignment and can possibly serve as a technology to realize PS-OCT instrument for clinical applications (e.g., endoscopy). The largest deviations in the phase retardation (PR) and fast-axis (FA) angle due to sample probe in the linear scanning and a rotation angle smaller than 65 deg were of the same order as those in stationary probe setups. The influence of fiber bending on the measured PR and FA is also investigated. The largest deviations of the PR were 3.5 deg and the measured FA change by ~12 to 21 deg. Finally, in vivo imaging of the human fingertip and nail was successfully demonstrated with a linear scanning probe.
Collapse
Affiliation(s)
- Hermann Lin
- National Kaohsiung Normal University, Department of Optoelectronics & Communication Engineering, Kaohsiung 802, Taiwan
| | | | | | | | | |
Collapse
|
8
|
Kalwani NM, Ong CA, Lysaght AC, Haward SJ, McKinley GH, Stankovic KM. Quantitative polarized light microscopy of unstained mammalian cochlear sections. JOURNAL OF BIOMEDICAL OPTICS 2013; 18:26021. [PMID: 23407909 PMCID: PMC3571355 DOI: 10.1117/1.jbo.18.2.026021] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Hearing loss is the most common sensory deficit in the world, and most frequently it originates in the inner ear. Yet, the inner ear has been difficult to access for diagnosis because of its small size, delicate nature, complex three-dimensional anatomy, and encasement in the densest bone in the body. Evolving optical methods are promising to afford cellular diagnosis of pathologic changes in the inner ear. To appropriately interpret results from these emerging technologies, it is important to characterize optical properties of cochlear tissues. Here, we focus on that characterization using quantitative polarized light microscopy (qPLM) applied to unstained cochlear sections of the mouse, a common animal model of human hearing loss. We find that the most birefringent cochlear materials are collagen fibrils and myelin. Retardance of the otic capsule, the spiral ligament, and the basilar membrane are substantially higher than that of other cochlear structures. Retardance of the spiral ligament and the basilar membrane decrease from the cochlear base to the apex, compared with the more uniform retardance of other structures. The intricate structural details revealed by qPLM of unstained cochlear sections ex vivo strongly motivate future application of polarization-sensitive optical coherence tomography to human cochlea in vivo.
Collapse
Affiliation(s)
- Neil M. Kalwani
- Harvard Medical School, Department of Otology and Laryngology, 25 Shattuck Street, Boston, Massachusetts 02115
- Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114
| | - Cheng Ai Ong
- Harvard Medical School, Department of Otology and Laryngology, 25 Shattuck Street, Boston, Massachusetts 02115
- Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114
- Hospital Queen Elizabeth, ENT Department, KarungBerkunci No. 2029, 88586 Kota Kinabalu, Sabah, Malaysia
| | - Andrew C. Lysaght
- Harvard Medical School, Department of Otology and Laryngology, 25 Shattuck Street, Boston, Massachusetts 02115
- Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114
- Harvard/Massachusetts Institute of Technology Joint Division of Health Sciences and Technology, Program in Speech and Hearing Bioscience and Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
| | - Simon J. Haward
- Massachusetts Institute of Technology, Department of Mechanical Engineering, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
- Centro de Estudos de Fenómenos de Transporte, Faculdade de Engenharia da Universidade do Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Gareth H. McKinley
- Massachusetts Institute of Technology, Department of Mechanical Engineering, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
| | - Konstantina M. Stankovic
- Harvard Medical School, Department of Otology and Laryngology, 25 Shattuck Street, Boston, Massachusetts 02115
- Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114
- Harvard/Massachusetts Institute of Technology Joint Division of Health Sciences and Technology, Program in Speech and Hearing Bioscience and Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139
- Address all correspondence to: Konstantina M. Stankovic, Massachusetts Eye and Ear Infirmary, Department of Otolaryngology, 243 Charles Street, Boston, Massachusetts 02114. Tel: +617-573-3972; Fax: +617-573-3914; E-mail:
| |
Collapse
|
9
|
Lurie KL, Moritz TJ, Ellerbee AK. Design considerations for polarization-sensitive optical coherence tomography with a single input polarization state. BIOMEDICAL OPTICS EXPRESS 2012; 3:2273-87. [PMID: 23024919 PMCID: PMC3447567 DOI: 10.1364/boe.3.002273] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Revised: 08/14/2012] [Accepted: 08/14/2012] [Indexed: 05/18/2023]
Abstract
Using a generalized design for a polarization-sensitive optical coherence tomography (PS-OCT) system with a single input polarization state (SIPS), we prove the existence of an infinitely large design space over which it is possible to develop simple PS-OCT systems that yield closed form expressions for birefringence. Through simulation and experiment, we validate this analysis by demonstrating new configurations for PS-OCT systems, and present guidelines for the general design of such systems in light of their inherent inaccuracies. After accounting for systemic errors, alternative designs exhibit similar performance on average to the traditional SIPS PS-OCT system. This analysis could be extended to systems with multiple input polarization states and could usher in a new generation of PS-OCT systems optimally designed to probe specific birefringent samples with high accuracy.
Collapse
|
10
|
Abstract
The number of applications using optical tomography has significantly increased over the past decade. A literature research providing this term as keyword gives 26 hits for 1990, 719 for 2000, and 9,202 for 2010. With an increasing number of applications, the number of different imaging modalities is also increasing. This review summarizes recent developments in tomographic methods for scattering and nonscattering samples. These two different cases of optical tomography are typically represented by biomedical imaging and atmospheric tomography, representing high- and low-scattering samples, respectively. An essential prerequisite for tomographic analyses is an understanding of light propagation in different media, which allows for the development of specific reconstruction algorithms for the different tomographic tasks.
Collapse
Affiliation(s)
- Christoph Haisch
- Institute of Hydrochemistry, Technische Universität München, D-81377 Munich, Germany.
| |
Collapse
|
11
|
Elmaanaoui B, Wang B, Dwelle JC, McElroy AB, Liu SS, Rylander HG, Milner TE. Birefringence measurement of the retinal nerve fiber layer by swept source polarization sensitive optical coherence tomography. OPTICS EXPRESS 2011; 19:10252-68. [PMID: 21643283 PMCID: PMC3129618 DOI: 10.1364/oe.19.010252] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2011] [Revised: 04/19/2011] [Accepted: 04/28/2011] [Indexed: 05/18/2023]
Abstract
A Swept Source Polarization-Sensitive Optical Coherence Tomography (SS-PS-OCT) instrument has been designed, constructed, and verified to provide high sensitivity depth-resolved birefringence and phase retardation measurements of the retinal nerve fiber layer. The swept-source laser had a center wavelength of 1059 nm, a full-width-half-max spectral bandwidth of 58 nm and an A-line scan rate of 34 KHz. Power incident on the cornea was 440 µW and measured axial resolution was 17 µm in air. A multiple polarization state nonlinear fitting algorithm was used to measure retinal birefringence with low uncertainty. Maps of RNFL phase retardation in a subject measured with SS-PS-OCT compare well with those generated using a commercial scanning laser polarimetry instrument. Peak-to-valley variation of RNFL birefringence given here is less than values previously reported at 840nm.
Collapse
Affiliation(s)
- Badr Elmaanaoui
- Department of Electrical and Computer Engineering, University of Texas at Austin, 1 University Station C0803, Austin, TX 78712, USA.
| | | | | | | | | | | | | |
Collapse
|
12
|
Marschall S, Sander B, Mogensen M, Jørgensen TM, Andersen PE. Optical coherence tomography-current technology and applications in clinical and biomedical research. Anal Bioanal Chem 2011; 400:2699-720. [PMID: 21547430 DOI: 10.1007/s00216-011-5008-1] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2010] [Revised: 03/25/2011] [Accepted: 04/08/2011] [Indexed: 12/21/2022]
Abstract
Optical coherence tomography (OCT) is a noninvasive imaging technique that provides real-time two- and three-dimensional images of scattering samples with micrometer resolution. By mapping the local reflectivity, OCT visualizes the morphology of the sample. In addition, functional properties such as birefringence, motion, or the distributions of certain substances can be detected with high spatial resolution. Its main field of application is biomedical imaging and diagnostics. In ophthalmology, OCT is accepted as a clinical standard for diagnosing and monitoring the treatment of a number of retinal diseases, and OCT is becoming an important instrument for clinical cardiology. New applications are emerging in various medical fields, such as early-stage cancer detection, surgical guidance, and the early diagnosis of musculoskeletal diseases. OCT has also proven its value as a tool for developmental biology. The number of companies involved in manufacturing OCT systems has increased substantially during the last few years (especially due to its success in opthalmology), and this technology can be expected to continue to spread into various fields of application.
Collapse
Affiliation(s)
- Sebastian Marschall
- DTU Fotonik, Department of Photonics Engineering, Technical University of Denmark, Roskilde, Denmark
| | | | | | | | | |
Collapse
|
13
|
Kim KH, Park BH, Tu Y, Hasan T, Lee B, Li J, de Boer JF. Polarization-sensitive optical frequency domain imaging based on unpolarized light. OPTICS EXPRESS 2011; 19:552-61. [PMID: 21263595 DOI: 10.1364/oe.19.000552] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Polarization-sensitive optical coherence tomography (PS-OCT) is an augmented form of OCT, providing 3D images of both tissue structure and polarization properties. We developed a new method of polarization-sensitive optical frequency domain imaging (PS-OFDI), which is based on a wavelength-swept source. In this method the sample was illuminated with unpolarized light, which was composed of two orthogonal polarization states (i.e., separated by 180° in the Poincaré sphere) that are uncorrelated to each other. Reflection of these polarization states from within the sample was detected simultaneously and independently using a frequency multiplexing scheme. This simultaneous sample probing with two polarization states enabled determination of the depth-resolved Jones matrices of the sample. Polarization properties of the sample were obtained by analyzing the sample Jones matrices through eigenvector decomposition. The new PS-OFDI system ran at 31K wavelength-scans/s with 3072 pixels per wavelength-scan, and was tested by imaging a polarizer and several birefringent tissues such as chicken muscle and human skin. Lastly the new PS-OFDI was applied to imaging two cancer animal models: a mouse model by injecting cancer cells and a hamster cheek pouch model. These animal model studies demonstrated the significant differences in tissue polarization properties between cancer and normal tissues in vivo.
Collapse
Affiliation(s)
- Ki Hean Kim
- Department of Mechanical Engineering and Division of Integrative Biosciences and Biotechnology, Pohang University of Science and Technology, Pohang, Korea
| | | | | | | | | | | | | |
Collapse
|
14
|
Kuo WC, Lin SC, Chuang CY. Birefringence measurement in polarization-sensitive optical coherence tomography using differential-envelope detection method. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2010; 81:053705. [PMID: 20515143 DOI: 10.1063/1.3418834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
In this research, we integrated two demodulating logarithmic amplifiers with one differential amplifier for use in a Mach-Zehnder interferometer so as to obtain a two-channel polarization-sensitive optical coherence tomography system. Birefringence signals can be acquired using this system along with a differential-envelope detection method. Because the two orthogonal polarizations are common-path propagation, common noise originating from background fluctuations or multiple scattering in turbid media can be reduced to improve the detection sensitivity and accuracy of birefringence measurement. Besides, this simple and effective technique is an analog detection method and is capable of providing high temporal response; it can also help obtain a high time-bandwidth product as compared to the conventional method of using a numerical method with a limited sampling rate. The feasibility of the proposed system is supported by theory and is also shown by performing experiments involving a human vessel, which is a highly scattering medium with weak birefringence.
Collapse
Affiliation(s)
- Wen-Chuan Kuo
- Institute of Electro-optical Science and Technology, National Taiwan Normal University, 88, Sec. 4, Ting-Chou Road, Taipei 116, Taiwan.
| | | | | |
Collapse
|
15
|
Al-Qaisi MK, Akkin T. Swept-source polarization-sensitive optical coherence tomography based on polarization-maintaining fiber. OPTICS EXPRESS 2010; 18:3392-403. [PMID: 20389349 DOI: 10.1364/oe.18.003392] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
We present a swept-source polarization-sensitive optical coherence tomography system based on a polarization-maintaining fiber interferometer. The system produces reflectivity and birefringence information along a depth profile with a single sweep of the optical spectrum. Unlike single-mode fiber systems, retardance and relative optical axis orientation images are calculated without compensation. The source is a 45 mW polygon-based swept-source centered at 1290 nm and tuned at a rate of 28 kHz. The interferometer consists of a single polarization-maintaining coupler that utilizes balanced detection for improved performance. Characterization data shows that this system yields accurate measurements with high sensitivity (106.2 dB) comparable to conventional setups. Images of biological tissues with high dynamic range are demonstrated.
Collapse
Affiliation(s)
- Muhammad K Al-Qaisi
- Department of Biomedical Engineering, University of Minnesota, 312 Church St SE, Minneapolis, MN 55455, USA
| | | |
Collapse
|
16
|
Zhao M, Izatt JA. Single-camera sequential-scan-based polarization-sensitive SDOCT for retinal imaging. OPTICS LETTERS 2009; 34:205-7. [PMID: 19148256 PMCID: PMC2756508 DOI: 10.1364/ol.34.000205] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
A single-camera, high-speed, polarization-sensitive, spectral-domain optical-coherence-tomography system was developed to measure the polarization properties of the in vivo human retina. A novel phase-unwrapping method in birefringent media is described to extract the total reflectivity, accumulative retardance, and fast-axis orientation from a specially designed sequence of polarization states incident on the sample. A quarter-wave plate was employed to test the performance of the system. The average error and standard deviation of retardation measurements were 3.2 degrees and 2.3 degrees , respectively, and of the fast-axis orientation 1.2 degrees and 0.7 degrees over the range of 0 degrees -180 degrees . The depolarization properties of the retinal pigment epithelium were clearly observed in both retardance and fast-axis orientation image. A normalized standard deviation of the retardance and of the fast-axis orientation is introduced to segment the polarization-scrambling layer of the retinal pigment epithelium.
Collapse
Affiliation(s)
- Mingtao Zhao
- Department of Biomedical Engineering, Fitzpatrick Institute for Photonics, Duke University, Durham, NC 27705, USA.
| | | |
Collapse
|
17
|
Nakaji H, Kouyama N, Muragaki Y, Kawakami Y, Iseki H. Localization of nerve fiber bundles by polarization-sensitive optical coherence tomography. J Neurosci Methods 2008; 174:82-90. [DOI: 10.1016/j.jneumeth.2008.07.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Revised: 06/27/2008] [Accepted: 07/02/2008] [Indexed: 11/15/2022]
|
18
|
Al-Qaisi MK, Akkin T. Polarization-sensitive optical coherence tomography based on polarization-maintaining fibers and frequency multiplexing. OPTICS EXPRESS 2008; 16:13032-41. [PMID: 18711542 DOI: 10.1364/oe.16.013032] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
We report a novel polarization-maintaining fiber based optical coherence tomography for single detector imaging of tissue reflectivity and birefringence. A single depth scan yields quantitative birefringence information along the A-line accurately. Since the orthogonal polarization channels are frequency multiplexed, the polarization information is extracted by using digital band-pass filters. Here, we introduce the optical system and present the reflectivity and birefringence images of biological tissues with an axial resolution of 7.9 microm and SNR of 30 dB.
Collapse
Affiliation(s)
- Muhammad K Al-Qaisi
- Department of Biomedical Engineering, University of Minnesota, 312 Church St SE, Minneapolis, MN 55455, USA
| | | |
Collapse
|
19
|
Yamanari M, Makita S, Yasuno Y. Polarization-sensitive swept-source optical coherence tomography with continuous source polarization modulation. OPTICS EXPRESS 2008; 16:5892-906. [PMID: 18542701 DOI: 10.1364/oe.16.005892] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
We present fiber-based polarization-sensitive swept-source optical coherence tomography (SS-OCT) based on continuous source polarization modulation. The light source is a frequency swept laser centered at 1.31 microm with a scanning rate of 20 kHz. The incident polarization is modulated by a resonant electro-optic modulator at 33.3 MHz, which is one-third of the data acquisition frequency. The zeroth- and first-order harmonic components of the OCT signals with respect to the polarization modulation frequency have the polarimetric information of the sample. By algebraic and matrix calculations of the signals, this system can measure the depth-resolved Jones matrices of the sample with a single wavelength scan. The phase fluctuations of the starting trigger of wavelength scan and the polarization modulation are cancelled by monitoring the OCT phase of a calibration mirror inserted into the sample arm. We demonstrate the potential of the system by the measurement of chicken breast muscle and the volumetric measurement of an in vivo human anterior eye segment. The phase retardation image shows an additional contrast in the fibrous tissue such as the collagen fiber in the trabecular meshwork and sclera.
Collapse
Affiliation(s)
- Masahiro Yamanari
- Computational Optics Group in the University of Tsukuba, Tsukuba, Ibaraki, Japan.
| | | | | |
Collapse
|
20
|
Drobczynski S, Bueno JM, Artal P, Kasprzak H. Transmission imaging polarimetry for a linear birefringent medium using a carrier fringe method. APPLIED OPTICS 2006; 45:5489-96. [PMID: 16855647 DOI: 10.1364/ao.45.005489] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
We present an imaging polarimeter in transmission mode that is based on a carrier frequency method and allows a spatially resolved polarimetric description of nondichroic linear birefringent media. The apparatus incorporates a generator of polarization states in the incoming pathway and a Wollaston prism and a linear polarizer as the analyzer unit. A series of two fringe pattern images of the birefringent sample under study, corresponding to two independent polarization states of the generator unit, were recorded. From these images and by using Fourier analysis, the 2D distribution of azimuth angle and retardation were calculated. Two alternative generator units were used: (i) a linear polarizer combined with a rotatory quarter-wave plate and (ii) a liquid-crystal variable retarder. A uniform quarter-wave plate at different orientations was measured with both generator units to demonstrate the effectiveness and the accuracy of the method. The mean absolute deviations were 1.8 degrees and 4.1 degrees for the azimuth and the retardation, respectively, with the first generator unit, and 2.9 degrees and 4.4 degrees for the second one. Moreover, some nonuniform birefringent samples presenting wider ranges of azimuth and retardation were also tested.
Collapse
Affiliation(s)
- Slawomir Drobczynski
- Laboratorio de Optica, Universidad de Murcia, Campus de Espinardo (Edificio C), 30071 Murcia, Spain
| | | | | | | |
Collapse
|
21
|
Park BH, Pierce MC, Cense B, de Boer JF. Optic axis determination accuracy for fiber-based polarization-sensitive optical coherence tomography. OPTICS LETTERS 2005; 30:2587-9. [PMID: 16208908 DOI: 10.1364/ol.30.002587] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We present a generalized analysis of fiber-based polarization-sensitive optical coherence tomography with an emphasis on determination of sample optic axis orientation. The polarization properties of a fiber-based system can cause an overall rotation in a Poincaré sphere representation such that the plane of possible measured sample optic axes for linear birefringence and diattenuation no longer lies in the QU-plane. The optic axis orientation can be recovered as an angle on this rotated plane, subject to an offset and overall indeterminacy in sign such that only the magnitude, but not the direction, of a change in orientation can be determined. We discuss the accuracy of optic axis determination due to a fundamental limit on the accuracy with which a polarization state can be determined as a function of signal-to-noise ratio.
Collapse
Affiliation(s)
- B Hyle Park
- Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, 50 Blossom Street, BAR 7, Boston, Massachusetts 02114, USA.
| | | | | | | |
Collapse
|
22
|
Jiao S, Todorović M, Stoica G, Wang LV. Fiber-based polarization-sensitive Mueller matrix optical coherence tomography with continuous source polarization modulation. APPLIED OPTICS 2005; 44:5463-7. [PMID: 16161660 DOI: 10.1364/ao.44.005463] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
We report on a new configuration of fiber-based polarization-sensitive Mueller matrix optical coherence tomography that permits the acquisition of the round-trip Jones matrix of a biological sample using only one light source and a single depth scan. In this new configuration, a polarization modulator is used in the source arm to continuously modulate the incident polarization state for both the reference and the sample arms. The Jones matrix of the sample can be calculated from the two frequency terms in the two detection channels. The first term is modulated by the carrier frequency, which is determined by the longitudinal scanning mechanism, whereas the other term is modulated by the beat frequency between the carrier frequency and the second harmonic of the modulation frequency of the polarization modulator. One important feature of this system is that, for the first time to our knowledge, the Jones matrix of the sample can be calculated with a single detection channel and a single measurement when diattenuation is negligible. The system was successfully tested by imaging both standard polarization elements and biological samples.
Collapse
Affiliation(s)
- Shuliang Jiao
- Optical Imaging Laboratory, Department of Biomedical Engineering, Texas A&M University, 3120 TAMU, College Station, Texas 77843-3120, USA
| | | | | | | |
Collapse
|
23
|
Moreau J, Loriette V, Boccara AC. Full-field birefringence imaging by thermal-light polarization-sensitive optical coherence tomography. I. Theory. APPLIED OPTICS 2003; 42:3800-3810. [PMID: 12868818 DOI: 10.1364/ao.42.003800] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A method for measuring birefringence by use of thermal-light polarization-sensitive optical coherence tomography is presented. The use of thermal light brings to polarization-sensitive optical coherence tomography a resolution in the micrometer range in three dimensions. The instrument is based on a Linnik interference microscope and makes use of achromatic quarter-wave plates. A mathematical representation of the instrument is presented here, and the detection scheme is described, together with a discussion of the validity domain of the equations used to evaluate the birefringence in the presence of white-light illumination.
Collapse
Affiliation(s)
- Julien Moreau
- Ecole Supérieure de Physique et Chimie Industrielles de la Ville de Paris, Laboratoire d'Optique Physique, Centre National de la Recherche Scientifique Unité Propre de Recherche 5, 10 rue Vauquelin, 75005 Paris, France
| | | | | |
Collapse
|
24
|
Moreau J, Loriette V, Boccara AC. Full-field birefringence imaging by thermal-light polarization-sensitive optical coherence tomography. II. Instrument and results. APPLIED OPTICS 2003; 42:3811-3818. [PMID: 12868819 DOI: 10.1364/ao.42.003811] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
We describe an instrument for measuring the magnitude of birefringence of tomographic images and the principal directions of axes that use thermal-light polarization-sensitive optical coherence tomography. The instrument permits full-field measurements with an axial resolution of 1.5 microm and a transverse resolution limited by diffraction. We obtained a sensitivity of 84 dB, limited by shot noise, when we integrated the signal for 1 s. We verified the validity of the measurement by measuring the birefringence of a variable phase shifter. We present typical results obtained with optical samples.
Collapse
Affiliation(s)
- Julien Moreau
- Ecole Supérieure de Physique et Chimie Industrielles de la Ville de Paris, Laboratoire d'Optique Physique, Centre National de la Recherche Scientifique Unité Propre de Recherche 5, 10 rue Vauquelin, 75005 Paris, France
| | | | | |
Collapse
|
25
|
Park B, Pierce M, Cense B, de Boer J. Real-time multi-functional optical coherence tomography. OPTICS EXPRESS 2003; 11:782-93. [PMID: 19461791 DOI: 10.1364/oe.11.000782] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
We demonstrate real-time acquisition, processing, and display of tissue structure, birefringence, and blood flow in a multi-functional optical coherence tomography (MF-OCT) system. This is accomplished by efficient data processing of the phase-resolved inteference patterns without dedicated hardware or extensive modification to the high-speed fiber-based OCT system. The system acquires images of 2048 depth scans per second, covering an area of 5 mm in width x 1.2 mm in depth with real-time display updating images in a rolling manner 32 times each second. We present a video of the system display as images from the proximal nail fold of a human volunteer are taken.
Collapse
|
26
|
Pierce MC, Hyle Park B, Cense B, de Boer JF. Simultaneous intensity, birefringence, and flow measurements with high-speed fiber-based optical coherence tomography. OPTICS LETTERS 2002; 27:1534-6. [PMID: 18026497 DOI: 10.1364/ol.27.001534] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We demonstrate that tissue structure, birefringence, and blood flow can be imaged simultaneously by use of techniques of polarization-sensitive optical coherence tomography and phase-resolved optical Doppler tomography. An efficient data-acquisition procedure is implemented that optimizes the concurrent processing and display of all three image types. Images of in vivo human skin acquired with a high-speed fiber-based system are presented.
Collapse
|
27
|
de Boer JF, Milner TE. Review of polarization sensitive optical coherence tomography and Stokes vector determination. JOURNAL OF BIOMEDICAL OPTICS 2002; 7:359-71. [PMID: 12175285 DOI: 10.1117/1.1483879] [Citation(s) in RCA: 181] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2002] [Revised: 03/29/2002] [Accepted: 04/11/2002] [Indexed: 05/19/2023]
Abstract
Polarization sensitive optical coherence tomography (PS-OCT) provides depth resolved measurements of the polarization state of light reflected from turbid media such as tissue. The theory and calculation of the Stokes vector of light reflected from turbid media is described and application of PS-OCT to contemporary biomedical imaging problems is given. Measurement of the depth resolved Stokes parameters allows determination of the degree of polarization and optical axis orientation in turbid media that can be modeled as a linear retarder. Effect of multiple scattering and speckle on the accuracy and noise of the computed Stokes parameters is discussed. Future directions for development of PS-OCT instrumentation for biological and medical applications is given.
Collapse
Affiliation(s)
- Johannes F de Boer
- Harvard Medical School, Wellman Laboratories of Photomedicine, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
| | | |
Collapse
|