Abstract
Background
Arthroscopy is widely used in various equine joints for diagnostic and surgical purposes. However, accuracy of defining the extent of cartilage lesions and reproducibility in grading of lesions are not optimal. Therefore, there is a need for new, more quantitative arthroscopic methods. Arthroscopic optical coherence tomography (OCT) imaging is a promising tool introduced for quantitative detection of cartilage degeneration and scoring of the severity of chondral lesions. The aim of this study was to evaluate the inter-investigator agreement and inter-method agreement in grading cartilage lesions by means of conventional arthroscopy and with OCT technique. For this aim, 41 cartilage lesions based on findings in conventional and OCT arthroscopy in 14 equine joints were imaged, blind coded and independently ICRS (International Cartilage Repair Society) scored by three surgeons and one PhD-student.
Results
The intra- and inter-investigator percentages of agreement by means of OCT (68.9% and 43.9%, respectively) were higher than those based on conventional arthroscopic imaging (56.7% and 31.7%, respectively). The intra-investigator Kappa coefficients were 0.709 and 0.565 for OCT and arthroscopy, respectively. Inter-investigator Kappa coefficients were 0.538 and 0.408 for OCT and arthroscopy, respectively.
Conclusions
OCT can enhance reproducibility of arthroscopic evaluation of equine joints.
Keywords: Arthroscopy, Cartilage lesion, Horse, ICRS-scoring, Optical coherence tomography
Background
Prevalence of severe cartilage lesions in equine joints is high, especially in racehorses. The lesions can lead to post-traumatic osteoarthritis and have major effect on the career of the horse [1]. Accurate grading of chondral lesions is needed in order to choose the optimal treatment and to set reliable prognosis. In addition to the ICRS (International Cartilage Repair Society) scoring system [2], lesion area and correction factor for weight bearing have been used in evaluation of the severity of equine articular cartilage injuries in experimental settings [1]. In equine arthroscopies, modified inflammatory and degenerative scores have also been used [3].
In conventional arthroscopic evaluation degenerative changes present below a visually intact cartilage surface cannot be detected. Furthermore, differentiation of superficial and deep cartilage lesions is challenging without accurate knowledge on their relative depth [4]. In a recent survey roughly half of the highly experienced arthroscopic surgeons considered that assessment of severity of cartilage lesions needs improvement [5]. Furthermore, in a prospective blinded study conducted by four experienced arthroscopic surgeons, poor inter- and intraoperator reproducibility of conventional arthroscopic evaluation of cartilage injuries in human knee was reported [4].
In some equine joints (e.g. distal interphalangeal joint) significant part of the articular surface cannot be reached and assessed with conventional arthroscopy. An imaging technique that could provide improvement for arthroscopic assessment and accessibility of articular cartilage areas is optical coherence tomography. Optical coherence tomography (OCT) is a diagnostic imaging technique commonly used in human cardiovascular surgery and ophthalmology. OCT is based on the measurement of reflection and backscattering of near infrared light from tissues [6]. It provides cross-sectional images of three dimensional objects at resolutions comparable to that of low-power microscopy. Small diameter of OCT catheter enables minimal invasive diagnostic procedures. It has been shown to be feasible for evaluation of bovine articular cartilage in vitro[7], as well as human cartilage during arthroscopy in vivo[8] and in vitro, where findings in OCT examinations were shown to correlate well with structural details seen under histological evaluation [9-11].
In a study by Chu et al. [8] arthroscopic optical coherence tomography (OCT) imaging of human knee joint frequently revealed surface and subsurface abnormalities which were not detected by means of conventional arthroscopy. This was also seen in a recent equine study where OCT arthroscopies were conducted by insertion of a thin flexible catheter in the metacarpophalangeal joint [12]. In addition, arthroscopically inaccessible areas could be reached by the OCT catheter in some cases. Therefore, arthroscopic OCT could increase the sensitivity of diagnostics over a larger surface area compared with conventional arthroscopy.
Optical coherence tomography may have potential for arthroscopic evaluation of cartilage lesions in various equine joints. However, it has not been previously applied to evaluate cartilage in equine distal interphalangeal, intercarpal, tarsocrural or stifle joints. We hypothesize that ICRS scoring of cartilage lesions is more reproducible when based on OCT imaging than when based on conventional arthroscopy. In the present study this hypothesis is tested by conducting conventional and OCT arthroscopies in a total of 14 equine joints to determine the intra- and inter-investigator and inter-method agreement in ICRS scoring of 41 arthroscopy and 41 OCT images retrospectively.
Methods
Three surgeons and one PhD-student scored the cartilage lesions in blind-coded arthroscopic (n = 41) and corresponding OCT images (n = 41) in random order. Each investigator repeated scoring of the 82 images for three times. Arthroscopic and OCT images were captured from videos recorded during arthroscopy of cadaver joints. These joints of fore- and hindlimbs of donated euthanized adult horses, previously used for racing purposes, were obtained from Veterinary Teaching Hospital of University of Helsinki and frozen at -20°C until conventional and OCT arthroscopies were performed.
Standard diagnostic arthroscopies of the most commonly evaluated joints and approaches in clinical settings were conducted using a 4 mm, 30° arthroscope (Karl Storz GmbH & Co, Tuttlingen, Germany) [13]. These were dorsal aspects of the distal interphalangeal joint, dorsal and palmar/plantar aspects of the metacarpo-/metatarsophalangeal joint, dorsal aspects of the intercarpal and tarsocrural joint and cranial aspect of the medial femorotibial joint and femoropatellar joint (Table 1).
Table 1.
Joint | Site in the joint | N |
---|---|---|
Intercarpal |
Third carpal bone |
3 |
Intercarpal |
Os carpi radialis |
4 |
Metacarpo-/Metatarsophalangeal |
Dorsal sagittal ridge of the Mc/Mt3 |
3 |
Metacarpo-/Metatarsophalangeal |
Dorsal medial/lateral condyle of the Mc/Mt 3 |
6 |
Metacarpo-/Metatarsophalangeal |
Dorsal proximal eminence of the proximal phalanx |
1 |
Metacarpo-/Metatarsophalangeal |
Palmar/plantar sagittal ridge of the Mc/Mt3 |
4 |
Metacarpo-/Metatarsophalangeal |
Dorsal aspect of medial/lateral sesamoid bone |
10 |
Tarsocrural |
Trochlear ridge of the talus |
2 |
Tarsocrural |
Distal intermediate ridge of the tibia |
1 |
Femoropatellar |
Trochlear ridge of the femur |
3 |
Femoropatellar |
Trochlear groove of the femur |
3 |
Femoropatellar | Patella | 1 |
Identified cartilage lesions were evaluated by conventional arthroscopic examination and OCT imaging. After visualization of lesion with the arthroscope, the OCT catheter (diameter = 0.9 mm) was guided into the joint through a custom made hollow instrument under arthroscopic control (Figure 1). OCT catheter was set over the visually deepest spot of each lesion. OCT imaging was conducted using the ILUMIEN PC1 Optimization System (St. Jude Medical; St. Paul, Minnesota, USA: wavelength 1305 ± 55 nm, axial resolution ≤ 20 μm, lateral resolution 25–60 μm, slice thickness 100 μm, frame rate 100 frames/s). Representative arthroscopy videos and OCT recordings were selected and still images were captured for retrospective analysis.
In the distal interphalangeal joint the area of cartilage surface under evaluation was increased by applying the OCT catheter via dorsal portal between the surfaces of middle and distal phalanx until the navicular bone was reached. Images captured this way were not included in the retrospective scoring of injuries since arthroscopic views were not available.
The images were captured so that arthroscopic view would best show the entire lesion of interest and the OCT images would show the most severe spot of this particular lesion. To ensure that scoring was conducted at the same spot with both techniques the lesion of interest was indicated by an arrow or circle in the images. International Cartilage Repair Society (ICRS) scores were used for grading, classifying cartilage lesions in four grades; grade 0 (normal), grade 1 (superficial softening and/or superficial fissures and cracks), grade 2 lesions (lesions extending down to < 50% of cartilage depth), grade 3 lesion (severely abnormal with lesions extending > 50% of cartilage depth) and grade 4 (complete loss of cartilage, lesions extending through the subchondral bone plate [2]).
The percentages for agreement of the ICRS scores were determined to assess the agreement within and between investigators and imaging modalities. The intra-investigator and inter-investigator agreement was further evaluated with generalized Kappa coefficients. The intra-investigator Kappa coefficients were calculated separately for each investigator as well as an average over the four investigators. Furthermore, differences between the imaging methods in the grading of cartilage lesions were investigated with the mixed cumulative logit model. Differences between the methods were quantified with odds ratios (OR) and their 95% confidence intervals (CI). P < 0.05 was set as the limit for statistical significance. SAS® System for Windows, version 9.3 (SAS Institute Inc., Cary, NC, USA) and R for Windows, version 2.11.1 (R Foundation for Statistical Computing, Vienna, Austria) were used for statistical analysis.
Results
Optical coherence tomography enabled detection of cartilage lesions of all ICRS scores. Furthermore, anomalies beneath the cartilage surface and within subchondral bone could also be visualized (Figures 1 and 2).
The average intra-investigator percentages of agreement were 68.9% and 56.7% for OCT and arthroscopy, respectively (Table 2). The intra-investigator Kappa coefficients were 0.709 and 0.565 for OCT and arthroscopy, respectively (Table 3).
Table 2.
|
|
Agreeing scores |
---|---|---|
Imaging method | Investigator | % |
OCT |
1 |
78.0 |
2 |
63.4 |
|
3 |
63.4 |
|
4 |
70.7 |
|
Average |
68.9 |
|
Arthroscopy | 1 |
58.5 |
2 |
65.9 |
|
3 |
48.8 |
|
4 |
53.7 |
|
Average | 56.7 |
Table 3.
Imaging method | Scorings/method | Scorings/investigator | Lesions | Investigators | κ within investigators | κ between investigators |
---|---|---|---|---|---|---|
OCT |
164 |
3 |
41 |
4 |
0.709 |
0.538 |
Arthroscopy | 164 | 3 | 41 | 4 | 0.565 | 0.408 |
The inter-investigator percentage of agreement was 43.9% for OCT scorings and 31.7% for arthroscopy scorings (Table 4). The inter-investigator Kappa coefficients were 0.538 and 0.408 for OCT and arthroscopy, respectively (Table 3). With OCT the probability of getting higher cartilage damage scores was higher than that of conventional arthroscopy, although difference was not statistically significant (odds ratio = 1.96, 95% confidence interval 0.83-4.63, p = 0.123, Table 5).
Table 4.
|
Agreeing scores |
---|---|
Imaging method | % |
OCT |
43.9 |
Arthroscopy |
31.7 |
Total | 37.8 |
Table 5.
|
0 |
|
1 |
|
2 |
|
3 |
|
4 |
|
---|---|---|---|---|---|---|---|---|---|---|
Imaging method | N | % | N | % | N | % | N | % | N | % |
OCT |
12 |
29.3 |
12 |
29.3 |
11 |
26.8 |
3 |
7.3 |
3 |
7.3 |
Arthroscopy |
12 |
29.3 |
18 |
43.9 |
8 |
19.5 |
2 |
4.9 |
1 |
2.4 |
Total | 24 | 29.2 | 30 | 36.6 | 19 | 23.2 | 5 | 6.1 | 4 | 4.9 |
Discussion
In this study reproducibility of ICRS scoring of cartilage lesions based on OCT and conventional arthroscopic images was investigated. In addition, the feasibility of OCT imaging at anatomic sites not achievable with conventional arthroscopy was evaluated.
In general, the intra-investigator reproducibility was moderate to good and inter-investigator reproducibility only fair to moderate [14]. However, OCT was found to enable more reproducible scoring of lesions than conventional arthroscopic imaging. In addition, the best inter-investigator agreement was also based on the OCT images which supports our hypothesis about superior reproducibility of OCT based scoring when compared with conventional arthroscopic evaluation. Furthermore, articular surfaces in palmar or plantar pouches of distal interphalangeal joints were found to be accessible for OCT imaging (Figure 3).
In addition to more reproducible ICRS scoring, cross-sectional OCT images allow detection and classification of subsurface lesions [12]. Furthermore, OCT images have been shown to correspond well to histology of cartilage. In addition to ability to detect progressive articular cartilage thinning and disruption of the cartilage/bone interface confirmed in histology [11], OCT has been shown to correlate almost perfectly to histomorphometry [9]. Moreover, OCT enables detection of the earliest changes of osteoarthritis, such as hypocellularity of cartilage and changes in collagen organization, based on changed polarization properties of cartilage [10].
In the present study, scorings based on OCT imaging were found to be higher on average than scorings based on conventional arthroscopy, although this was not statistically significant finding. In the study of Kaleva et al. [15] higher ICRS scores were also received when arthroscopic ultrasound imaging was applied in human knee joints in vivo. Arthroscopic ultrasound imaging, as well as OCT, is able to detect early osteoarthritic changes, such as initial fibrillation of the articular surface [16-19]. Furthermore, as the thickness of cartilage is visible in cross sectional images, the relative depth of lesion may be evaluated by means of OCT or ultrasound imaging, which can considerably affect scoring of lesion severity. As arthroscopic OCT can be conducted through normal portals made for arthroscopy, it is not more invasive than conventional arthroscopy.
All four investigators agreed in only 31-44% of arthroscopy and OCT images (depending on the method), which was overall a bit lower than the average intra-investigator agreement. However, the inter-investigator agreement reported here is higher than 17.4% agreement reported for conventional arthroscopic evaluation by Spahn et al. [4]. This inter-investigator discrepancy in scoring of lesions based on conventional arthroscopic images seen in this study as well as the results reported by Spahn et al. [4] emphazises the value of quantitative OCT imaging during arthroscopy. However, even with superior sensitivity of OCT to detect lesions, differentiation especially between grade 0 and 1 lesions and between grade 1 and 2 lesions was challenging. Some of the cartilage lesions were visible only in OCT images (Figure 4).
It is highly likely that agreement between investigators would have been higher provided that the real time OCT imaging had been available, and when combined with conventional arthroscopy to result even more reproducible scorings. Accurate evaluation of lesion depth would be important as the grade of the lesion affects not only the surgeon’s decision about treatment but also the prognosis, and thus sometimes even the survival of the horse. Based on the present results and earlier reports, combining the conventional arthroscopic examination with OCT could result in more accurate assessment [7,10,20,21]. Conventional arthroscopy could be used as a tool for general evaluation of the joint and guiding of multimodal imaging instruments which provide information of lesion depth and integrity of subsurface structures. When lesions are detected early, they can be treated in time when possible or decision of retirement of the horse to lighter work can be done to prevent further damages. Accuracy of diagnosis and better agreement between veterinarians is also needed to enhance objectivity and reliability of veterinary surgeon profession since the second opinion about diagnosis and prognosis is commonly requested by the clients.
Many areas in various equine joints are not achievable with conventional arthroscopy. For example, the dorsal pouch of the distal interphalangeal joint represents about 30% of the entire joint area and arthroscopy of the palmar/plantar pouch of the joint is even more limited [13], so that visualization of dorsal part of the navicular bone with the arthroscope is impossible. In the metacarpo-/metatarsophalangeal joint, the articular surface of the proximal phalanx, except from the dorsal and palmar margins, is not achievable. Still those areas in joints of racehorses often contain significant lesions which are not detected with conventional arthroscopy. Although they may not be surgically treatable either, neglecting them jeopardizes the accuracy of the prognosis. Although not set as the primary aim of this study, accessibility of distal interphalangeal joint with OCT catheter was tested. We managed to apply OCT catheter far on the plantar/palmar articular surfaces of distal interphalangeal joints until the dorsal part of the navicular bone was reached (Figure 3). Accessibility of narrow joint spaces is an important aspect of OCT arthroscopy and warrants further investigation.
This study had some limitations. The study design was retrospective and grading was based on blind coded still images of cartilage lesions. Therefore, it was not as optimal as in the true in vivo situation where the surgeon may evaluate and examine the lesions in a variety of views and distances. However, this limitation affects both evaluated techniques, thus minimizing its effect on the conclusions of the present study. In the present study, only reproducibility of ICRS scoring with conventional arthroscopy and OCT was evaluated. Thus, accuracy of scoring still remains unknown and it should be investigated in the future. Furthermore, development of computerized image recognition based scoring of quantitative OCT images could aid surgeon to achieve more objective and reproducible scoring.
OCT arthroscopy was conducted in previously frozen and thawed cadaver joints. This could have caused microdamage on cartilage tissue potentially affecting light reflection and scattering. However, usage of thawed cartilage is generally accepted protocol in the imaging studies. Furthermore, since only ICRS-scoring was conducted and no quantitative measurements at e.g. light scattering were conducted, we believe that this had no effect on the conclusions of the present study.
In the present study, joints of cadaver horses were successfully evaluated by means of OCT. However, the sensitivity, reliability and reproducibility of arthroscopic OCT evaluation of joints in vivo need to be evaluated.
Conclusions
OCT enhances intra- and inter-investigator agreement of arthroscopic evaluation of equine joints.
Abbreviations
OCT: Optical coherence tomography; ICRS: International cartilage repair society.
Competing interests
None of the authors of this paper has a financial or personal relationship with other people or organizations that could inappropriately influence or bias the content of the paper.
Authors’ contributions
TN carried out arthroscopy, OCT imaging and writing of the manuscript. TV and JL participated in arthroscopies and OCT imaging and critically reviewed the manuscript. DA and NCRteM participated in scoring of the images and critically reviewed the manuscript. PHP participated in arthroscopies and OCT imaging and critically reviewed the manuscript. JSJ critically reviewed the manuscript. R-MT participated in the design of the study and helped to draft the manuscript. JT conceived of the study, and participated in its design and arthroscopies and OCT imaging, and helped to draft the manuscript. All authors read and approved the final version of the manuscript.
Contributor Information
Tytti Niemelä, Email: tytti.niemela@helsinki.fi.
Tuomas Virén, Email: Tuomas.Viren@kuh.fi.
Jukka Liukkonen, Email: jukka.liukkonen@uef.fi.
David Argüelles, Email: david.arguelles@helsinki.fi.
Nikae C R te Moller, Email: n.c.r.temoller@students.uu.nl.
Pia H Puhakka, Email: pia.puhakka@uef.fi.
Jukka S Jurvelin, Email: jukka.jurvelin@uef.fi.
Riitta-Mari Tulamo, Email: riitta.tulamo@helsinki.fi.
Juha Töyräs, Email: juha.toyras@uef.fi.
Acknowledgements
Financial support from strategic funding of University of Eastern Finland, Päivikki and Sakari Sohlberg Foundation, Academy of Finland (project 132367, University of Eastern Finland), Department of Equine and Small Animal Medicine and Veterinary Teaching Hospital, University of Helsinki is acknowledged. Statistical support from Jouni Juntunen in 4Pharma is acknowledged. Technical support from Matti Timonen in Department of Applied Physics, University of Eastern Finland and Ilpo Forsman in Unit of Pathology and Parasitology, Faculty of Veterinary Medicine, University of Helsinki is acknowledged.
References
- Neundorf RH, Lowerison MB, Cruz AM, Thomason JJ, McEven BJ, Hurtig MB. Determination of the prevalence and severity of metacarpophalangeal joint osteoarthritis in Thoroughbred racehorses via quantitative macroscopic evaluation. Am J Vet Res. 2010;56:1284–1293. doi: 10.2460/ajvr.71.11.1284. [DOI] [PubMed] [Google Scholar]
- Brittberg M, Winalski CS. Evaluation of cartilage injuries and repair. J Bon Joint Surg. 2003;56(Suppl 2):58–69. doi: 10.2106/00004623-200300002-00008. [DOI] [PubMed] [Google Scholar]
- Verwilghen DR, Enzerink E, Martens A, Franck T, Balligand M, Henrotin Y, Detilleux J, Serteyn D. Relationship between arthroscopic joint evaluation and the levels of Coll2-1, Coll2-1NO2, and myeloperoxidase in the blood and synovial fluid of horses affected with osteochondrosis of the tarsocrural joint. Osteoarthr Cartil. 2011;56:1323–1329. doi: 10.1016/j.joca.2011.08.002. [DOI] [PubMed] [Google Scholar]
- Spahn G, Klinger HM, Baums M, Pinkepank U, Hofman GO. Reliability in arthroscopic grading of cartilage lesions. Results of a prospective blinded study for evaluation of inter-observer reliability. Arch Orthop Traum Su. 2011;56:377–381. doi: 10.1007/s00402-011-1259-8. [DOI] [PubMed] [Google Scholar]
- Spahn G, Klinger HM, Hofman GO. How valid is the arthroscopic diagnosis of cartilage lesions? Results of an opinion survey among highly experienced arthroscopic surgeons. Arch Orthop Traum Su. 2009;56:1117–1121. doi: 10.1007/s00402-009-0868-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fercher AF. Optical coherence tomography – development, principles, applications. Z Med Phys. 2010;56:251–276. doi: 10.1016/j.zemedi.2009.11.002. [DOI] [PubMed] [Google Scholar]
- Huang YP, Saarakkala S, Töyräs J, Wang LK, Jurvelin JS, Zheng YP. Effects of optical beam angle on quantitative optical coherence tomography (OCT) in normal and surface degenerated bovine articular cartilage. Phys Med Biol. 2011;56:1491–1509. doi: 10.1088/0031-9155/56/2/013. [DOI] [PubMed] [Google Scholar]
- Chu CR, Williams A, Tolliver D, Kwoh CK, Bruno S, Irrgang JJ. Clinical optical coherence tomography of early articular cartilage degeneration in patients with degenerative meniscal tears. Arthritis Rheum. 2010;56:1412–1420. doi: 10.1002/art.27378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chu CR, Lin D, Geisler JL, Chu CT, Fu FH, Pan Y. Arthroscopic microscopy of articular cartilage using optical coherence topography. Am J Sports Med. 2004;56:699–709. doi: 10.1177/0363546503261736. [DOI] [PubMed] [Google Scholar]
- Li X, Martin S, Costas P, Ghanta R, Stamper DL, Harman M, Fujimoto JG, Brezinski ME. High-resolution optical coherence tomographic imaging of osteoarthritic cartilage during open knee surgery. Arthritis Res Ther. 2005;56:R318–R323. doi: 10.1186/ar1491. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Adams SB, Herz PR, Stamper DL, Roberts MJ, Bourquin S, Patel NA, Schneider K, Martin SD, Shortkroff S, Fujimoto JG, Brezinski ME. High-resolution imaging of progressive articular cartilage degeneration. J Orthop Res. 2006;56:708–715. doi: 10.1002/jor.20083. [DOI] [PubMed] [Google Scholar]
- te Moller NCR, Brommer H, Liukkonen J, Virén T, Timonen M, Puhakka P, Jurvelin JS, van Weeren R, Töyräs J. Arthroscope-guided optical coherence tomography provides detailed information on articular cartilage lesions in horse. Vet J. 2013;56:589–595. doi: 10.1016/j.tvjl.2013.05.031. [DOI] [PubMed] [Google Scholar]
- McIlwraith CW, Nixon AJ, Wright IA, Boening KJ. Diagnostic and surgical arthroscopy of the horse. Edinburgh: Mosby Elsevier; 2005. [Google Scholar]
- Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977;56:159–174. doi: 10.2307/2529310. [DOI] [PubMed] [Google Scholar]
- Kaleva E, Virén T, Saarakala S, Sahlman J, Sirola J, Puhakka J, Paatela T, Kröger H, Kiviranta I, Jurvelin JS, Töyräs J. Arthroscopic ultrasound assessment of articular cartilage in the human knee joint: a potential diagnostic method. Cartilage. 2010;56:246–253. doi: 10.1177/1947603510391781. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saarakkala S, Laasanen MS, Jurvelin JS, Törrönen K, Lammi MJ, Lappalainen R, Töyräs J. Ultrasound indententation of normal and spontaneously degenerated bovine articular cartilage. Osteoarth Cartil. 2003;56:697–705. doi: 10.1016/S1063-4584(03)00154-7. [DOI] [PubMed] [Google Scholar]
- Saarakkala S, Laasanen MS, Jurvelin JS, Töyräs J. Quantitative ultrasound imaging detects degenerative changes in articular surface and subchondral bone. Phys Med Biol. 2006;56:5333–5346. doi: 10.1088/0031-9155/51/20/017. [DOI] [PubMed] [Google Scholar]
- Virén T, Saarakkala S, Kaleva E, Nieminen HJ, Jurvelin JS, Töyräs J. Minimally invasive ultrasound method for intra-articular diagnostics of cartilage degeneration. Ultrasound Med Biol. 2009;56:1546–1554. doi: 10.1016/j.ultrasmedbio.2009.04.004. [DOI] [PubMed] [Google Scholar]
- Virén T, Saarakkala S, Jurvelin JS, Pulkkinen HJ, Tiitu V, Valonen P, Kiviranta I, Lammi MJ, Töyräs J. Quantitative evaluation of spontaneously and surgically repaired rabbit articular cartilage using intra-articular ultrasound method in situ. Ultrasound Med Biol. 2010;56:833–839. doi: 10.1016/j.ultrasmedbio.2010.02.015. [DOI] [PubMed] [Google Scholar]
- Virén T, Huang YP, Saarakkala S, Pulkkinen H, Tiitu V, Linjama A, Kiviranta I, Lammi MJ, Brunott A, Brommer H, Van Weeren R, Brama PA, Zheng YP, Jurvelin JS, Töyräs J. Comparison of ultrasound and optical coherence tomography techniques for evaluation of integrity of spontaneously repaired horse cartilage. J Med Eng Technol. 2012;56:185–192. doi: 10.3109/03091902.2012.663054. [DOI] [PubMed] [Google Scholar]
- Puhakka P, Ylärinne J, Lammi MJ, Saarakkala S, Kröger H, Virén T, Töyräs J. Light backscattering in optical coherence tomography depends on collagen and chondrocyte contents of agarose gel. San Antonio, Texas, USA: In Transactions of the Annual Meeting of Ortopaedic Reasearch Society; 2013. [Google Scholar]