AIMC Topic: Osteoarthritis, Knee
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Deep learning generated lower extremity radiographic measurements are adequate for quick assessment of knee angular alignment and leg length determination.
Skeletal radiology
Nov 15, 2023
PURPOSE: Angular and longitudinal deformities of leg alignment create excessive stresses across joints, leading to pain and impaired function. Multiple measurements are used to assess these deformities on anteroposterior (AP) full-length radiographs....
Efficacy of the newly designed "SkyWalker" robot compared to the MAKO robotic system in primary total knee arthroplasty: a one-year follow-up study.
International orthopaedics
Nov 14, 2023
PURPOSE: Robot-assisted surgical systems for performing total knee arthroplasty (TKA) have gained significant attention. This study was designed to compare the surgical outcomes in primary TKA surgery between the recently developed "SkyWalker" robot ...
Assessment of a novel deep learning-based software developed for automatic feature extraction and grading of radiographic knee osteoarthritis.
BMC musculoskeletal disorders
Nov 8, 2023
BACKGROUND: The Kellgren-Lawrence (KL) grading system is the most widely used method to classify the severity of osteoarthritis (OA) of the knee. However, due to ambiguity of terminology, the KL system showed inferior inter- and intra-observer reliab...
No Benefit of Robotic-Assisted over Computer-Assisted Surgery for Achieving Neutral Coronal Alignment in Total Knee Arthroplasty.
The journal of knee surgery
Sep 21, 2023
The use of robotic-assisted surgery (RAS) in total knee arthroplasty (TKA) is becoming increasingly popular due to better precision, potentially superior outcomes and the ability to achieve alternative alignment strategies. The most commonly used ali...
MAKO robot-assisted total knee arthroplasty cannot reduce the aggravation of ankle varus incongruence after genu varus correction ≥ 10°: a radiographic assessment.
BMC musculoskeletal disorders
Jun 15, 2023
INTRODUCTION: The objective of this study was to investigate the ankle alignment alterations after the correction of knee varus deformity in MAKO robot-assisted total knee arthroplasty (MA-TKA).
Comparison of evaluation metrics of deep learning for imbalanced imaging data in osteoarthritis studies.
Osteoarthritis and cartilage
May 19, 2023
PURPOSE: To compare the evaluation metrics for deep learning methods that were developed using imbalanced imaging data in osteoarthritis studies.
Prediction of total knee replacement using deep learning analysis of knee MRI.
Scientific reports
Apr 28, 2023
Current methods for assessing knee osteoarthritis (OA) do not provide comprehensive information to make robust and accurate outcome predictions. Deep learning (DL) risk assessment models were developed to predict the progression of knee OA to total k...
Predicting hip-knee-ankle and femorotibial angles from knee radiographs with deep learning.
The Knee
Apr 27, 2023
BACKGROUND: Knee alignment affects the development and surgical treatment of knee osteoarthritis. Automating femorotibial angle (FTA) and hip-knee-ankle angle (HKA) measurement from radiographs could improve reliability and save time. Further, if HKA...
Learning curve of robot-assisted total knee arthroplasty and its effects on implant position in asian patients: a prospective study.
BMC musculoskeletal disorders
Apr 27, 2023
BACKGROUND: Robot-assisted total knee arthroplasty (r-TKA) can reportedly achieve more accurate implant positioning than conventional total knee arthroplasty (c-TKA), although its learning curve is controversial. Moreover, few studies have investigat...
Prosthetic orientation, limb alignment, and soft tissue balance with bi-cruciate stabilized total knee arthroplasty: a comparison between the handheld robot and conventional techniques.
International orthopaedics
Mar 17, 2023
PURPOSE: This study aimed to examine the prosthetic orientations, limb alignment, intraoperative soft tissue balance, and early clinical outcomes associated with the use of the relatively new handheld robot technique compared to those associated with...
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