Automatic estimation of knee joint space narrowing by deep learning segmentation algorithms

Author(s):  
Albert Swiecicki ◽  
Nicholas Said ◽  
Jonathan O'Donnell ◽  
Mateusz Buda ◽  
Nianyi Li ◽  
...  
2016 ◽  
Vol 36 (9) ◽  
pp. 1215-1222 ◽  
Author(s):  
Hui Li ◽  
Chao Zeng ◽  
Jie Wei ◽  
Tuo Yang ◽  
Shu-guang Gao ◽  
...  

2017 ◽  
Vol 63 (3) ◽  
pp. 125-128
Author(s):  
Octav Marius Russu ◽  
Andrei Marian Feier ◽  
Tudor Sorin Pop ◽  
Marcela Todoran ◽  
István Gergely

AbstractObjective: Our purpose was to assess the effect of a new hyaluronic acid-based (Hymovis®) injections on joint space width narrowing in patients diagnosed with knee osteoarthritis.Methods: A prospective clinical trial was conducted in the Department of Orthopedics and Traumatology II from the Clinical County Hospital, Tîrgu Mureș, Romania. Thirty-five patients diagnosed with idiopathic knee osteoarthritis received two intraarticular injections with hyaluronic acid-based hydrogel (24 mg of hyaluronic acid/3 ml) at one-week interval. Anteroposterior radiographs were obtained before the injections, at six and twelve months after. Minimum joint space width was measured by two senior orthopaedics surgeons at each follow up. Each radiograph was measured again by the same evaluators two weeks apart.Results: Thirty-one patients were present at the final follow-up. A minor reduction in mean weight was noticed (from 82.2 kg ± 16.2 kg to 80.9 kg ± 16.0, p > 0.398) without any correlation with joint space width narrowing. There were no major changes at the first follow up (6 months) regarding joint space narrowing. A reduction in joint space width was observed however at 12 months varying from 4.4 mm (SD ± 1.64, range 1.8-7.1) at the first assessment to 4.3 mm (SD ± 1.26, range 0.0-6.8) at the final follow-up but with no statistical difference (p=0.237).Conclusion: No significant modification in joint space width at the final follow-up secondarily proved that two injections of Hymovis® may slow down narrowing in the knee joint space over a one-year period.


2016 ◽  
Vol 62 (Suppl.1) ◽  
pp. 171-171
Author(s):  
LIZU LIU ◽  
MAYUKO KINOSHITA ◽  
MUNEAKI ISHIJIMA ◽  
HARUKA KANEKO ◽  
RYO SADATSUKI ◽  
...  

2010 ◽  
Vol 18 (6) ◽  
pp. 769-775 ◽  
Author(s):  
N.A. Segal ◽  
N.A. Glass ◽  
J. Torner ◽  
M. Yang ◽  
D.T. Felson ◽  
...  

2007 ◽  
Vol 15 (3) ◽  
pp. 350-353 ◽  
Author(s):  
S. Botha-Scheepers ◽  
M. Kloppenburg ◽  
H.M. Kroon ◽  
M.-P. Hellio Le Graverand ◽  
F.C. Breedveld ◽  
...  

2012 ◽  
Vol 20 ◽  
pp. S15-S16
Author(s):  
N.A. Segal ◽  
K. Wang ◽  
C. Findlay ◽  
J.C. Torner ◽  
M. Nevitt

2014 ◽  
Vol 42 (1) ◽  
pp. 14-17
Author(s):  
SM Ahmed ◽  
MA Rahman ◽  
MT Islam ◽  
MR Khasru ◽  
MA Islam

Knee osteoarthritis (OA) is one of the frequent and functionally impairing disorders of the musculoskeletal system and characterized by an imbalance between the synthesis and degradation of the articular cartilage. The present study was conducted on the pattern of radiological changes in OA of knee joint patients attending in the department of Physical Medicine & Rehabilitation of Bangabandhu Sheikh Mujib Medical University. Structural changes of articular cartilage were assessed by the sequence of changes in the knee joint manifested as sclerosis, osteophytes formation, and joint space narrowing and joint space erosion by a radiographic examination. Osteophytes were more common in medial condyle in 46-61 age group (73.68%) and male patients of some age group showed higher rate of development of osteophytes in intercondylar area. Narrowing of joint space were more in medial tibiofemoral compartment (59.82%) in the 46-61 age group (70.98%), where as erosion was found higher in medial tibiofemoral compartment (70%) and more in male patients (36%). The findings of this study as revealed by the standard radiographic imaging of formation of osteophytes, joint space narrowing and joint space erosion lead to the recommendation that the problem is increasing with age. However, more studies are required for the purpose specifying medical treatment using appropriate appliances under close supervision of a physical medicine specialist. DOI: http://dx.doi.org/10.3329/bmj.v42i1.18972 Bangladesh Med J. 2013 Jan; 42 (1): 14-17


Sign in / Sign up

Export Citation Format

Share Document