Published February 7, 2019
| Version v0.0.9 (prerelease)
Software
Open
DOSMA: A deep-learning, open-source framework for musculoskeletal MRI analysis
Authors/Creators
- 1. Stanford University
- 2. Stanford University, University of Bologna
Description
DOSMA: A deep-learning, open-source framework for musculoskeletal MRI analysis (prerelease)
Files
ad12/DOSMA-v0.0.9.zip
Files
(463.4 kB)
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md5:d0642900c05d0d6910bf57975066bf84
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Additional details
Related works
- Is supplement to
- https://github.com/ad12/DOSMA/tree/v0.0.9 (URL)
References
- Li X, Pai A, Blumenkrantz G, Carballido‐Gamio J, Link T, Ma B, Ries M, Majumdar S. Spatial distribution and relationship of T1ρ and T2 relaxation times in knee cartilage with osteoarthritis. Magnetic Resonance in Medicine: An Official Journal of the International Society for Magnetic Resonance in Medicine 2009;61(6):1310-1318.
- Williams A, Qian Y, Golla S, Chu C. UTE-T2∗ mapping detects sub-clinical meniscus injury after anterior cruciate ligament tear. Osteoarthritis and cartilage 2012;20(6):486-494.
- Chaudhari AS, Black MS, Eijgenraam S, Wirth W, Maschek S, Sveinsson B, Eckstein F, Oei EH, Gold GE, Hargreaves BA. Five‐minute knee MRI for simultaneous morphometry and T2 relaxometry of cartilage and meniscus and for semiquantitative radiological assessment using double‐echo in steady‐state at 3T. Journal of Magnetic Resonance Imaging 2018;47(5):1328-1341.
- Nguyen MLH, Chen W, Gold GE. Quantitative Assessment of Cartilage Using CubeQuant. 2012; Melbourne.
- Qian Y, Williams AA, Chu CR, Boada FE. Multicomponent T2* mapping of knee cartilage: technical feasibility ex vivo. Magnetic resonance in medicine 2010;64(5):1426-1431.
- Chaudhari A, Fang Z, Lee J, Gold G, Hargreaves B. Open-Sourced Deep-Learning for Cartilage and Meniscus Segmentation. 2018; Menton.
- Klein S, Staring M, Murphy K, Viergever MA, Pluim JP. Elastix: a toolbox for intensity-based medical image registration. IEEE transactions on medical imaging 2010;29(1):196-205.
- Sveinsson B, Chaudhari A, Gold G, Hargreaves B. A simple analytic method for estimating T2 in the knee from DESS. Magnetic resonance imaging 2017;38:63-70.
- Monu UD, Jordan CD, Samuelson BL, Hargreaves BA, Gold GE, McWalter EJ. Cluster analysis of quantitative MRI T2 and T1ρ relaxation times of cartilage identifies differences between healthy and ACL-injured individuals at 3T. Osteoarthritis and cartilage 2017;25(4):513-520.
- Black MS, Young K, Chaudhari AS, Sveinsson B, Kogan F, Monu U, McWalter E, Levenston M, Gold GE, Hargreaves BA. T2-mapping of Femoral Cartilage 3-months Following ACL Reconstruction Surgery. 2018; Paris, France.