Robotics & Machine Learning Daily News2024,Issue(Jul.22) :33-34.

Shandong University Reports Findings in Arthroplasty (Development and clinical v alidation of a deep learning-based knee CT image segmentation method for robotic -assisted total knee arthroplasty)

Robotics & Machine Learning Daily News2024,Issue(Jul.22) :33-34.

Shandong University Reports Findings in Arthroplasty (Development and clinical v alidation of a deep learning-based knee CT image segmentation method for robotic -assisted total knee arthroplasty)

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Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News - New research on Surgery - Arthroplasty is the subject of a report. According tonews reporting out of Shandong, People ’s Republic of China, by NewsRx editors, research stated, “Thisstudy aimed to d evelop a novel deep convolutional neural network called Dual-path Double Attenti onTransformer (DDA-Transformer) designed to achieve precise and fast knee joint CT image segmentationand to validate it in robotic-assisted total knee arthrop lasty (TKA). The femoral, tibial, patellar, andfibular segmentation performance and speed were evaluated and the accuracy of component sizing, boneresection a nd alignment of the robotic-assisted TKA system constructed using this deep lear ning networkwas clinically validated.”

Key words

Shandong/People’s Republic of China/As ia/Arthroplasty/Emerging Technologies/Health and Medicine/Knee Arthroplasty/Machine Learning/Orthopedic Procedures/Robotics/Robots/Surgery

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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