Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a 'YOLOv4 And Resnet Landmark regression Algorithm' (YARLA): Data from the Osteoarthritis Initiative

Tack Alexander; Preim Bernhard; Zachow Stefan

首页> 外文期刊>Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice >Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a 'YOLOv4 And Resnet Landmark regression Algorithm' (YARLA): Data from the Osteoarthritis Initiative

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Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a 'YOLOv4 And Resnet Landmark regression Algorithm' (YARLA): Data from the Osteoarthritis Initiative

机译：从采用“YOLOV4和RESET地标回归算法”（YARLA）的全腿X射线完全自动评估膝关节对齐：来自骨关节炎的数据

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摘要

Background and Objective: We present a fully automated method for the quantification of knee alignment from full-leg radiographs.

机译：None

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来源
《Computer Methods and Programs in Biomedicine: An International Journal Devoted to the Development, Implementation and Exchange of Computing Methodology and Software Systems in Biomedical Research and Medical Practice》 |2021年第1期|共10页
作者
Tack Alexander; Preim Bernhard; Zachow Stefan;
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作者单位

Zuse Inst Berlin Dept Visual &

Data Centr Comp Res Grp Computat Diag &

Therapy Planning Takustr;

Otto von Guericke Univ Dept Simulat &

Graph Univ Pl 2 D-39106 Magdeburg Germany;

Zuse Inst Berlin Dept Visual &

Data Centr Comp Res Grp Computat Diag &

Therapy Planning Takustr;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
Hip-knee-ankle angle; Varus; Valgus; Mechanical axes; Osteoarthritis; Deep learning;

机译：臀部膝盖角度;varus;旋流;机械轴;骨关节炎;深度学习;

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1. THE EFFECT OF KNEE ALIGNMENT ON CARTILAGE LOSS DIFFERS BASED ON ANTERIOR CRUCIATE LIGAMENT STATUS IN PATIENTS WITH OR AT RISK OF KNEE OSTEOARTHRITIS: DATA FROM THE OSTEOARTHRITIS INITIATIVE [J] . Robbins S., Teoli A., Abram F., Osteoarthritis and cartilage . 2019,第Suppla1期

机译：膝关节对齐对软骨损失的影响基于膝关节骨关节炎患者的前十字韧带状态基于前令人毛骨悚然的韧带状态：来自骨关节炎倡议的数据
2. The effect of alignment on knee osteoarthritis initiation and progression differs based on anterior cruciate ligament status: data from the Osteoarthritis Initiative [J] . Robbins Shawn M., Raymond Nicolas, Abram Francois, Clinical rheumatology . 2019,第12期

机译：对对齐对膝关节骨关节炎起始和进展的影响是基于前十字韧带状态的不同：来自骨关节炎倡议的数据
3. INTERACTION BETWEEN ALIGNMENT AND ANTERIOR CRUCIATE LIGAMENT INJURY ON KNEE OSTEOARTHRITIS PROGRESSION: DATA FROM THE OSTEOARTHRITIS INITIATIVE [J] . Robbins S., Raymond N., Abram F., Osteoarthritis and cartilage . 2017,第Suppla1期

机译：对准与前十字韧带损伤之间的相互作用对膝关节骨关节炎进展：来自骨关节炎倡议的数据
4. Knee Osteoarthritis pain prediction from X-ray imaging: Data from Osteoarthritis Initiative [C] . Galvan-Tejada Jorge I., Trevino Victor, Celaya-Padilla Jose M., International Conference on Electronics, Communications and Computers . 2014

机译：来自X射线成像的膝关节骨关节炎疼痛预测：来自骨关节炎的数据
5. A comparison of demons image registration algorithms to monitor longitudinal changes in knee cartilage: Data from the osteoarthritis initiative. [D] . Hoang, Uyen N. 2015

机译：监控膝盖软骨纵向变化的恶魔图像配准算法的比较：骨关节炎倡议的数据。
6. A novel method for determining the Femoral-Tibial Angle of Knee Osteoarthritis on X-ray radiographs: data from the Osteoarthritis Initiative [O] . Rima Tri Wahyuningrum, I Ketut Eddy Purnama, Gijsbertus Jacob Verkerke, 2020

机译：一种新的方法用于确定X射线X线显微镜上膝关节骨关节炎的股骨胫骨角：来自骨关节炎的数据
7. Interaction Between Alignment and Anterior Cruciate Ligament Injury On Knee Osteoarthritis Progression: Data From The Osteoarthritis Initiative [O] . S. Robbins, N. Raymond, F. Abram, 2017

机译：对准与前十字韧带损伤之间的相互作用对膝关节骨关节炎进展：来自骨关节炎倡议的数据

Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a 'YOLOv4 And Resnet Landmark regression Algorithm' (YARLA): Data from the Osteoarthritis Initiative

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