AIMC Topic: Tibia

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A novel technology integrating robotics and 3D printing for closed reduction of tibia shaft fracture with MIPPO:A proof-of-concept study.

Medical engineering & physics Dec 7, 2023
Less invasive fixation techniques, such as intramedullary nailing (IMN) and minimally invasive percutaneous plate osteosynthesis (MIPPO), are now the preferred choices for treating tibia shaft fractures (TSFs). However, malreduction and radiation exp...
Treatment Outcome Fracture Fixation, Internal Printing, Three-Dimensional Humans Tibia Bone Plates Tibial Fractures Robotics Minimally Invasive Surgical Procedures Fracture Fixation, Intramedullary
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Automatic segmentation of inconstant fractured fragments for tibia/fibula from CT images using deep learning.

Scientific reports Nov 22, 2023
Orthopaedic surgeons need to correctly identify bone fragments using 2D/3D CT images before trauma surgery. Advances in deep learning technology provide good insights into trauma surgery over manual diagnosis. This study demonstrates the application ...
Deep Learning Imaging, Three-Dimensional Image Processing, Computer-Assisted Tomography, X-Ray Computed Tibia Fibula
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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....
Leg Deep Learning Lower Extremity Knee Joint Tibia Humans Femur Artificial Intelligence Osteoarthritis, Knee Retrospective Studies
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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).
Arthroplasty, Replacement, Knee Tibia Osteoarthritis, Knee Robotics Knee Joint Ankle Genu Varum Humans Retrospective Studies
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Body height estimation from automated length measurements on standing long leg radiographs using artificial intelligence.

Scientific reports May 25, 2023
Artificial-intelligence (AI) allows large-scale analyses of long-leg-radiographs (LLRs). We used this technology to derive an update for the classical regression formulae by Trotter and Gleser, which are frequently used to infer stature based on long...
Tibia Femur Leg Forensic Anthropology Female Male Body Height Humans Artificial Intelligence
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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...
Knee Joint Arthroplasty, Replacement, Knee Tibia Knee Prosthesis Osteoarthritis, Knee Learning Curve Prospective Studies Humans Robotics Robotic Surgical Procedures
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Improved Repeatability of Mouse Tibia Volume Segmentation in Murine Myelofibrosis Model Using Deep Learning.

Tomography (Ann Arbor, Mich.) Mar 7, 2023
A murine model of myelofibrosis in tibia was used in a co-clinical trial to evaluate segmentation methods for application of image-based biomarkers to assess disease status. The dataset (32 mice with 157 3D MRI scans including 49 test-retest pairs sc...
Animals Deep Learning Image Processing, Computer-Assisted Mice Magnetic Resonance Imaging Primary Myelofibrosis Humans Tibia
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Deep Learning Phenotype Automation and Cohort Analyses of 1,946 Knees Using the Coronal Plane Alignment of the Knee Classification.

The Journal of arthroplasty Feb 28, 2023
BACKGROUND: The Coronal Plane Alignment of the Knee (CPAK) classification allows for knee phenotyping which can be used in preoperative planning prior to total knee arthroplasty. We used deep learning (DL) to automate knee phenotyping and analyzed CP...
Deep Learning Humans Tibia Cohort Studies Phenotype Knee Joint Female Osteoarthritis, Knee Retrospective Studies Male
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Standardized Fixation Zones and Cone Assessments for Revision Total Knee Arthroplasty Using Deep Learning.

The Journal of arthroplasty Feb 13, 2023
BACKGROUND: Achieving adequate implant fixation is critical to optimize survivorship and postoperative outcomes after revision total knee arthroplasty (rTKA). Three anatomical zones (ie, epiphysis, metaphysis, and diaphysis) have been proposed to ass...
Reoperation Knee Prosthesis Arthroplasty, Replacement, Knee Tibia Humans Retrospective Studies Deep Learning Knee Joint
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Auto-segmentation of the tibia and femur from knee MR images via deep learning and its application to cartilage strain and recovery.

Journal of biomechanics Jan 26, 2023
The ability to efficiently and reproducibly generate subject-specific 3D models of bone and soft tissue is important to many areas of musculoskeletal research. However, methodologies requiring such models have largely been limited by lengthy manual s...
Tibia Image Processing, Computer-Assisted Cartilage Femur Magnetic Resonance Imaging Humans Knee Joint Deep Learning
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