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Six-month post-surgical elevations in cartilage T1rho relaxation times are associated with functional performance 2 years after ACL reconstruction.

Li AK, Pedoia V, Tanaka M, Souza RB, Ma CB, Li X.

J Orthop Res. 2019 Dec 2. doi: 10.1002/jor.24544. [Epub ahead of print]


Deep learning for lesion detection, progression, and prediction of musculoskeletal disease.

Kijowski R, Liu F, Caliva F, Pedoia V.

J Magn Reson Imaging. 2019 Nov 25. doi: 10.1002/jmri.27001. [Epub ahead of print] Review.


Rapid Knee MRI Acquisition and Analysis Techniques for Imaging Osteoarthritis.

Chaudhari AS, Kogan F, Pedoia V, Majumdar S, Gold GE, Hargreaves BA.

J Magn Reson Imaging. 2019 Nov 21. doi: 10.1002/jmri.26991. [Epub ahead of print] Review.


Extracting Voxel-Based Cartilage Relaxometry Features in Hip Osteoarthritis Subjects Using Principal Component Analysis.

Liao TC, Pedoia V, Neumann J, Link TM, Souza RB, Majumdar S.

J Magn Reson Imaging. 2019 Oct 15. doi: 10.1002/jmri.26955. [Epub ahead of print]


Variation in the Thickness of Knee Cartilage. The Use of a Novel Machine Learning Algorithm for Cartilage Segmentation of Magnetic Resonance Images.

Shah RF, Martinez AM, Pedoia V, Majumdar S, Vail TP, Bini SA.

J Arthroplasty. 2019 Oct;34(10):2210-2215. doi: 10.1016/j.arth.2019.07.022. Epub 2019 Jul 24.


[18 F]-Sodium Fluoride PET/MR Imaging for Bone-Cartilage Interactions in Hip Osteoarthritis: A Feasibility Study.

Tibrewala R, Bahroos E, Mehrabian H, Foreman SC, Link TM, Pedoia V, Majumdar S.

J Orthop Res. 2019 Dec;37(12):2671-2680. doi: 10.1002/jor.24443. Epub 2019 Aug 30.


Anatomic shoulder parameters and their relationship to the presence of degenerative rotator cuff tears and glenohumeral osteoarthritis: a systematic review and meta-analysis.

Zaid MB, Young NM, Pedoia V, Feeley BT, Ma CB, Lansdown DA.

J Shoulder Elbow Surg. 2019 Dec;28(12):2457-2466. doi: 10.1016/j.jse.2019.05.008. Epub 2019 Jul 26. Review.


Diagnosing osteoarthritis from T2 maps using deep learning: an analysis of the entire Osteoarthritis Initiative baseline cohort.

Pedoia V, Lee J, Norman B, Link TM, Majumdar S.

Osteoarthritis Cartilage. 2019 Jul;27(7):1002-1010. doi: 10.1016/j.joca.2019.02.800. Epub 2019 Mar 21.


3D bone-shape changes and their correlations with cartilage T1ρ and T2 relaxation times and patient-reported outcomes over 3-years after ACL reconstruction.

Zhong Q, Pedoia V, Tanaka M, Neumann J, Link TM, Ma B, Lin J, Li X.

Osteoarthritis Cartilage. 2019 Jun;27(6):915-921. doi: 10.1016/j.joca.2019.01.017. Epub 2019 Feb 23.


Structural Changes over a Short Period Are Associated with Functional Assessments in Rheumatoid Arthritis.

Shimizu T, Cruz A, Tanaka M, Mamoto K, Pedoia V, Burghardt AJ, Heilmeier U, Link TM, Graf J, Imboden JB, Li X.

J Rheumatol. 2019 Jul;46(7):676-684. doi: 10.3899/jrheum.180496. Epub 2019 Feb 15.


An Abnormal Tibial Position Is Associated With Alterations in the Meniscal Matrix: A 3-Year Longitudinal Study After Anterior Cruciate Ligament Reconstruction.

Markes AR, Knox J, Zhong Q, Pedoia V, Li X, Ma CB.

Orthop J Sports Med. 2019 Jan 10;7(1):2325967118820057. doi: 10.1177/2325967118820057. eCollection 2019 Jan.


Hip joint muscle forces during gait in patients with femoroacetabular impingement syndrome are associated with patient reported outcomes and cartilage composition.

Samaan MA, Zhang AL, Popovic T, Pedoia V, Majumdar S, Souza RB.

J Biomech. 2019 Feb 14;84:138-146. doi: 10.1016/j.jbiomech.2018.12.026. Epub 2018 Dec 23.


Abnormal Biomechanics at 6 Months Are Associated With Cartilage Degeneration at 3 Years After Anterior Cruciate Ligament Reconstruction.

Shimizu T, Samaan MA, Tanaka MS, Pedoia V, Souza RB, Li X, Ma CB.

Arthroscopy. 2019 Feb;35(2):511-520. doi: 10.1016/j.arthro.2018.07.033. Epub 2018 Nov 22.


3D convolutional neural networks for detection and severity staging of meniscus and PFJ cartilage morphological degenerative changes in osteoarthritis and anterior cruciate ligament subjects.

Pedoia V, Norman B, Mehany SN, Bucknor MD, Link TM, Majumdar S.

J Magn Reson Imaging. 2019 Feb;49(2):400-410. doi: 10.1002/jmri.26246. Epub 2018 Oct 10.


Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs.

Norman B, Pedoia V, Noworolski A, Link TM, Majumdar S.

J Digit Imaging. 2019 Jun;32(3):471-477. doi: 10.1007/s10278-018-0098-3.


MR study of longitudinal variations in proximal femur 3D morphological shape and associations with cartilage health in hip osteoarthritis.

Inamdar G, Pedoia V, Rossi-Devries J, Samaan MA, Link TM, Souza RB, Majumdar S.

J Orthop Res. 2019 Jan;37(1):161-170. doi: 10.1002/jor.24147. Epub 2018 Oct 16.


Translation of morphological and functional musculoskeletal imaging.

Pedoia V, Majumdar S.

J Orthop Res. 2019 Jan;37(1):23-34. doi: 10.1002/jor.24151. Epub 2018 Oct 29. Review.


Using multidimensional topological data analysis to identify traits of hip osteoarthritis.

Rossi-deVries J, Pedoia V, Samaan MA, Ferguson AR, Souza RB, Majumdar S.

J Magn Reson Imaging. 2018 Oct;48(4):1046-1058. doi: 10.1002/jmri.26029. Epub 2018 May 7.


Local associations between knee cartilage T and T2 relaxation times and patellofemoral joint stress during walking: A voxel-based relaxometry analysis.

Teng HL, Pedoia V, Link TM, Majumdar S, Souza RB.

Knee. 2018 Jun;25(3):406-416. doi: 10.1016/j.knee.2018.02.016. Epub 2018 Apr 19.


Longitudinal analysis of tibiofemoral cartilage contact area and position in ACL reconstructed patients.

Chen E, Amano K, Pedoia V, Souza RB, Ma CB, Li X.

J Orthop Res. 2018 Oct;36(10):2718-2727. doi: 10.1002/jor.24024. Epub 2018 Jun 13.


Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry.

Norman B, Pedoia V, Majumdar S.

Radiology. 2018 Jul;288(1):177-185. doi: 10.1148/radiol.2018172322. Epub 2018 Mar 27.


Longitudinal changes in MR T1ρ/T2 signal of meniscus and its association with cartilage T1p/T2 in ACL-injured patients.

Knox J, Pedoia V, Wang A, Tanaka M, Joseph GB, Neumann J, Link TM, Li X, Ma CB.

Osteoarthritis Cartilage. 2018 May;26(5):689-696. doi: 10.1016/j.joca.2018.02.001. Epub 2018 Feb 10.


Frontal Plane Knee Mechanics and Early Cartilage Degeneration in People With Anterior Cruciate Ligament Reconstruction: A Longitudinal Study.

Kumar D, Su F, Wu D, Pedoia V, Heitkamp L, Ma CB, Souza RB, Li X.

Am J Sports Med. 2018 Feb;46(2):378-387. doi: 10.1177/0363546517739605. Epub 2017 Nov 10.


Gait Characteristics Associated With a Greater Increase in Medial Knee Cartilage T and T2 Relaxation Times in Patients Undergoing Anterior Cruciate Ligament Reconstruction.

Teng HL, Wu D, Su F, Pedoia V, Souza RB, Ma CB, Li X.

Am J Sports Med. 2017 Dec;45(14):3262-3271. doi: 10.1177/0363546517723007. Epub 2017 Sep 12.


Effects of Surgical Factors on Cartilage Can Be Detected Using Quantitative Magnetic Resonance Imaging After Anterior Cruciate Ligament Reconstruction.

Amano K, Li AK, Pedoia V, Koff MF, Krych AJ, Link TM, Potter H, Rodeo S, Li X, Ma CB, Majumdar S; Arthritis Foundation-ACL Consortium.

Am J Sports Med. 2017 Apr;45(5):1075-1084. doi: 10.1177/0363546516677794. Epub 2017 Jan 27.


A novel mr-based method for detection of cartilage delamination in femoroacetabular impingement patients.

Samaan MA, Pedoia V, Zhang AL, Gallo MC, Link TM, Souza RB, Majumdar S.

J Orthop Res. 2018 Mar;36(3):971-978. doi: 10.1002/jor.23667. Epub 2017 Aug 21.


Study of the interactions between proximal femur 3d bone shape, cartilage health, and biomechanics in patients with hip Osteoarthritis.

Pedoia V, Samaan MA, Inamdar G, Gallo MC, Souza RB, Majumdar S.

J Orthop Res. 2018 Jan;36(1):330-341. doi: 10.1002/jor.23649. Epub 2017 Aug 11.


MRI and biomechanics multidimensional data analysis reveals R2 -R as an early predictor of cartilage lesion progression in knee osteoarthritis.

Pedoia V, Haefeli J, Morioka K, Teng HL, Nardo L, Souza RB, Ferguson AR, Majumdar S.

J Magn Reson Imaging. 2018 Jan;47(1):78-90. doi: 10.1002/jmri.25750. Epub 2017 May 4.


Variations in Knee Kinematics After ACL Injury and After Reconstruction Are Correlated With Bone Shape Differences.

Lansdown DA, Pedoia V, Zaid M, Amano K, Souza RB, Li X, Ma CB.

Clin Orthop Relat Res. 2017 Oct;475(10):2427-2435. doi: 10.1007/s11999-017-5368-8.


Cyclops lesions are associated with altered gait patterns and medial knee joint cartilage degeneration at 1 year after ACL-reconstruction.

Samaan MA, Facchetti L, Pedoia V, Tanaka MS, Link TM, Souza RB, Ma CB, Li X.

J Orthop Res. 2017 Oct;35(10):2275-2281. doi: 10.1002/jor.23530. Epub 2017 Feb 10.


Bone marrow edema-like lesions (BMELs) are associated with higher T and T2 values of cartilage in anterior cruciate ligament (ACL)-reconstructed knees: a longitudinal study.

Gong J, Pedoia V, Facchetti L, Link TM, Ma CB, Li X.

Quant Imaging Med Surg. 2016 Dec;6(6):661-670. doi: 10.21037/qims.2016.12.11.


Principal component analysis-T voxel based relaxometry of the articular cartilage: a comparison of biochemical patterns in osteoarthritis and anterior cruciate ligament subjects.

Pedoia V, Russell C, Randolph A, Li X, Majumdar S; AF-ACL Consortium.

Quant Imaging Med Surg. 2016 Dec;6(6):623-633. doi: 10.21037/qims.2016.11.03.


Evaluating radiocarpal cartilage matrix changes 3-months after anti-TNF treatment for rheumatoid arthritis using MR T1ρ imaging.

Ku E, Pedoia V, Tanaka M, Heilmeier U, Imboden J, Graf J, Link T, Li X.

J Magn Reson Imaging. 2017 May;45(5):1514-1522. doi: 10.1002/jmri.25448. Epub 2016 Sep 23.


Longitudinal study using voxel-based relaxometry: Association between cartilage T and T2 and patient reported outcome changes in hip osteoarthritis.

Pedoia V, Gallo MC, Souza RB, Majumdar S.

J Magn Reson Imaging. 2017 May;45(5):1523-1533. doi: 10.1002/jmri.25458. Epub 2016 Sep 14.


Composite metric R2  - R (1/T2  - 1/T ) as a potential MR imaging biomarker associated with changes in pain after ACL reconstruction: A six-month follow-up.

Russell C, Pedoia V, Majumdar S; AF-ACL Consortium.

J Orthop Res. 2017 Mar;35(3):718-729. doi: 10.1002/jor.23400. Epub 2016 Sep 16.


Analysis of the articular cartilage T and T2 relaxation times changes after ACL reconstruction in injured and contralateral knees and relationships with bone shape.

Pedoia V, Su F, Amano K, Li Q, McCulloch CE, Souza RB, Link TM, Ma BC, Li X.

J Orthop Res. 2017 Mar;35(3):707-717. doi: 10.1002/jor.23398. Epub 2016 Sep 19.


T1ρ and T2 -based characterization of regional variations in intervertebral discs to detect early degenerative changes.

Pandit P, Talbott JF, Pedoia V, Dillon W, Majumdar S.

J Orthop Res. 2016 Aug;34(8):1373-81. doi: 10.1002/jor.23311. Epub 2016 Jun 14.


Persistent Biomechanical Alterations After ACL Reconstruction Are Associated With Early Cartilage Matrix Changes Detected by Quantitative MR.

Amano K, Pedoia V, Su F, Souza RB, Li X, Ma CB.

Orthop J Sports Med. 2016 Apr 28;4(4):2325967116644421. doi: 10.1177/2325967116644421. eCollection 2016 Apr.


Baseline cartilage quality is associated with voxel-based T and T2 following ACL reconstruction: A multicenter pilot study.

Russell C, Pedoia V, Amano K, Potter H, Majumdar S; AF-ACL Consortium.

J Orthop Res. 2017 Mar;35(3):688-698. doi: 10.1002/jor.23277. Epub 2016 May 10.


T1ρ and T2 relaxation times are associated with progression of hip osteoarthritis.

Gallo MC, Wyatt C, Pedoia V, Kumar D, Lee S, Nardo L, Link TM, Souza RB, Majumdar S.

Osteoarthritis Cartilage. 2016 Aug;24(8):1399-407. doi: 10.1016/j.joca.2016.03.005. Epub 2016 Mar 10.


Segmentation of joint and musculoskeletal tissue in the study of arthritis.

Pedoia V, Majumdar S, Link TM.

MAGMA. 2016 Apr;29(2):207-21. doi: 10.1007/s10334-016-0532-9. Epub 2016 Feb 25. Review.


The association between MR T1ρ and T2 of cartilage and patient-reported outcomes after ACL injury and reconstruction.

Su F, Pedoia V, Teng HL, Kretzschmar M, Lau BC, McCulloch CE, Link TM, Ma CB, Li X.

Osteoarthritis Cartilage. 2016 Jul;24(7):1180-9. doi: 10.1016/j.joca.2016.01.985. Epub 2016 Feb 3.


Inter- and intra-rater reliability of patellofemoral kinematic and contact area quantification by fast spin echo MRI and correlation with cartilage health by quantitative T1ρ MRI.

Lau BC, Thuillier DU, Pedoia V, Chen EY, Zhang Z, Feeley BT, Souza RB.

Knee. 2016 Jan;23(1):13-9. doi: 10.1016/j.knee.2015.08.017. Epub 2015 Dec 31.


Imaging Bone-Cartilage Interactions in Osteoarthritis Using [18F]-NaF PET-MRI.

Savic D, Pedoia V, Seo Y, Yang J, Bucknor M, Franc BL, Majumdar S.

Mol Imaging. 2016 Jan 1;15:1-12. doi: 10.1177/1536012116683597.


MR T1ρ and T2 of meniscus after acute anterior cruciate ligament injuries.

Wang A, Pedoia V, Su F, Abramson E, Kretzschmar M, Nardo L, Link TM, McCulloch CE, Jin C, Ma CB, Li X.

Osteoarthritis Cartilage. 2016 Apr;24(4):631-9. doi: 10.1016/j.joca.2015.11.012. Epub 2015 Dec 2.


High-temporospatial-resolution dynamic contrast-enhanced (DCE) wrist MRI with variable-density pseudo-random circular Cartesian undersampling (CIRCUS) acquisition: evaluation of perfusion in rheumatoid arthritis patients.

Liu J, Pedoia V, Heilmeier U, Ku E, Su F, Khanna S, Imboden J, Graf J, Link T, Li X.

NMR Biomed. 2016 Jan;29(1):15-23. doi: 10.1002/nbm.3443. Epub 2015 Nov 26.


Fully automatic analysis of the knee articular cartilage T1ρ relaxation time using voxel-based relaxometry.

Pedoia V, Li X, Su F, Calixto N, Majumdar S.

J Magn Reson Imaging. 2016 Apr;43(4):970-80. doi: 10.1002/jmri.25065. Epub 2015 Oct 7.


Cartilage T1ρ and T2 relaxation times: longitudinal reproducibility and variations using different coils, MR systems and sites.

Li X, Pedoia V, Kumar D, Rivoire J, Wyatt C, Lansdown D, Amano K, Okazaki N, Savic D, Koff MF, Felmlee J, Williams SL, Majumdar S.

Osteoarthritis Cartilage. 2015 Dec;23(12):2214-2223. doi: 10.1016/j.joca.2015.07.006. Epub 2015 Jul 15.


Three-dimensional MRI-based statistical shape model and application to a cohort of knees with acute ACL injury.

Pedoia V, Lansdown DA, Zaid M, McCulloch CE, Souza R, Ma CB, Li X.

Osteoarthritis Cartilage. 2015 Oct;23(10):1695-703. doi: 10.1016/j.joca.2015.05.027. Epub 2015 Jun 5.

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