scholarly journals Deep Learning Predicts Total Knee Replacement from Magnetic Resonance Images

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Aniket A. Tolpadi ◽  
Jinhee J. Lee ◽  
Valentina Pedoia ◽  
Sharmila Majumdar
2016 ◽  
Vol 75 (Suppl 2) ◽  
pp. 830.1-830
Author(s):  
B.S. Eathakkattu Antony ◽  
X. Jin ◽  
F. Cicuttini ◽  
J. Martel-Pelletier ◽  
J.-P. Pelletier ◽  
...  

Radiology ◽  
2020 ◽  
Vol 296 (3) ◽  
pp. 584-593
Author(s):  
Kevin Leung ◽  
Bofei Zhang ◽  
Jimin Tan ◽  
Yiqiu Shen ◽  
Krzysztof J. Geras ◽  
...  

2019 ◽  
Vol 7 (24) ◽  
pp. 4362-4367
Author(s):  
Dung Tran Trung ◽  
Phuong Nguyen Huy ◽  
Tung Pham Son ◽  
Thien Chu Dinh ◽  
Toi Chu Dinh

BACKGROUND: The femoral rotation angle is important element in total knee replacement (TKR). AIM: To measure this angle, we determine through the axes: the transepicondylar axis (cTEA and sTEA), the posterior condylar axis (PCA), the anteroposterior axis (APA – Whiteside axis). METHODS: Measuring the angles created by the four axes: cTEA, sTEA, PCA and APA in magnetic resonance imaging (MRI); determining the femoral rotation angle and application TKR. RESULTS: the angle between APA and cTEA: 90.41° ± 3.35°, the angle between APA and sTEA: 94.47° ± 3.31°, the angle between APA and PCA: 96.40° ± 4.59°, the angle between cTEA and sTEA: 4.00° ± 1.02°, the angle between cTEA and PCA: 6.53° ± 2.55°, the angle between sTEA and PCA: 3.48° ± 1.91°. CONCLUSION: The angle between sTEA and PCA is the angle that best represents the femoral rotation angle. However, in case of sTEA or PCA is difficult to identify, it can be measure via the APA or cTEA. These angles don’t differ by age, gender and place of knee joint.


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