AI Medical Compendium Journal:
Journal of orthopaedic surgery and research

Showing 11 to 20 of 49 articles

Enhancing knee osteoarthritis diagnosis with DMS: a novel dense multi-scale convolutional neural network approach.

Journal of orthopaedic surgery and research Dec 19, 2024
BACKGROUND: Osteoarthritis (OA) of the knee is a prevalent chronic degenerative joint condition that is having a growing impact on a global scale., posing a challenge in diagnosis which is often reliant on time-consuming and error-prone visual analys...
Humans Neural Networks, Computer Osteoarthritis, Knee
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Developing the new diagnostic model by integrating bioinformatics and machine learning for osteoarthritis.

Journal of orthopaedic surgery and research Dec 18, 2024
BACKGROUND: Osteoarthritis (OA) is a common cause of disability among the elderly, profoundly affecting quality of life. This study aims to leverage bioinformatics and machine learning to develop an artificial neural network (ANN) model for diagnosin...
Gene Expression Profiling Protein Interaction Maps Computational Biology Osteoarthritis Humans Neural Networks, Computer Machine Learning
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Developing predictive models for residual back pain after percutaneous vertebral augmentation treatment for osteoporotic thoracolumbar compression fractures based on machine learning technique.

Journal of orthopaedic surgery and research Nov 28, 2024
BACKGROUND: Machine learning (ML) has been widely applied to predict the outcomes of numerous diseases. The current study aimed to develop a prognostic prediction model using machine learning algorithms and identify risk factors associated with resid...
Retrospective Studies Female Risk Factors Aged Humans Machine Learning Prognosis Thoracic Vertebrae Predictive Value of Tests Lumbar Vertebrae Spinal Fractures Aged, 80 and over Male Middle Aged Osteoporotic Fractures Fractures, Compression Vertebroplasty Back Pain
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HKA-Net: clinically-adapted deep learning for automated measurement of hip-knee-ankle angle on lower limb radiography for knee osteoarthritis assessment.

Journal of orthopaedic surgery and research Nov 20, 2024
BACKGROUND: Accurate measurement of the hip-knee-ankle (HKA) angle is essential for informed clinical decision-making in the management of knee osteoarthritis (OA). Knee OA is commonly associated with varus deformity, where the alignment of the knee ...
Osteoarthritis, Knee Automation Hip Joint Ankle Joint Radiography Female Humans Knee Joint Middle Aged Aged Retrospective Studies Deep Learning Male
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The potential benefit of artificial intelligence regarding clinical decision-making in the treatment of wrist trauma patients.

Journal of orthopaedic surgery and research Sep 19, 2024
PURPOSE: The implementation of artificial intelligence (AI) in health care is gaining popularity. Many publications describe powerful AI-enabled algorithms. Yet there's only scarce evidence for measurable value in terms of patient outcomes, clinical ...
Female Adult Male Wrist Injuries Middle Aged Radius Fractures Artificial Intelligence Tomography, X-Ray Computed Humans Clinical Decision-Making
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Evaluation and analysis of risk factors for adverse events of the fractured vertebra post-percutaneous kyphoplasty: a retrospective cohort study using multiple machine learning models.

Journal of orthopaedic surgery and research Sep 18, 2024
BACKGROUND: Adverse events of the fractured vertebra (AEFV) post-percutaneous kyphoplasty (PKP) can lead to recurrent pain and neurological damage, which considerably affect the prognosis of patients and the quality of life. This study aimed to analy...
Humans Middle Aged Postoperative Complications Cohort Studies Risk Factors Machine Learning Spinal Fractures Kyphoplasty Aged Retrospective Studies Fractures, Compression Osteoporotic Fractures Aged, 80 and over Female Male
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Machine-learning-based prediction by stacking ensemble strategy for surgical outcomes in patients with degenerative cervical myelopathy.

Journal of orthopaedic surgery and research Sep 4, 2024
BACKGROUND: Machine learning (ML) is extensively employed for forecasting the outcome of various illnesses. The objective of the study was to develop ML based classifiers using a stacking ensemble strategy to predict the Japanese Orthopedic Associati...
Middle Aged Treatment Outcome Support Vector Machine Cervical Vertebrae Spinal Cord Diseases Follow-Up Studies Recovery of Function Female Aged Male Humans Machine Learning Forecasting
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The diagnostic value of artificial intelligence-assisted imaging for developmental dysplasia of the hip: a systematic review and meta-analysis.

Journal of orthopaedic surgery and research Aug 29, 2024
OBJECTIVE: To clarify the efficacy of artificial intelligence (AI)-assisted imaging in the diagnosis of developmental dysplasia of the hip (DDH) through a meta-analysis.
Developmental Dysplasia of the Hip Sensitivity and Specificity Infant Hip Dislocation, Congenital Humans Artificial Intelligence Prospective Studies
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Development of an artificial intelligence model for predicting implant size in total knee arthroplasty using simple X-ray images.

Journal of orthopaedic surgery and research Aug 27, 2024
BACKGROUND: Accurate estimation of implant size before surgery is crucial in preparing for total knee arthroplasty. However, this task is time-consuming and labor-intensive. To alleviate this burden on surgeons, we developed a reliable artificial int...
Arthroplasty, Replacement, Knee Tibia Femur Humans Aged Osteoarthritis, Knee Knee Prosthesis Artificial Intelligence Aged, 80 and over Male Retrospective Studies Middle Aged Female Radiography
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Deep learning assisted segmentation of the lumbar intervertebral disc: a systematic review and meta-analysis.

Journal of orthopaedic surgery and research Aug 21, 2024
BACKGROUND: In recent years, deep learning (DL) technology has been increasingly used for the diagnosis and treatment of lumbar intervertebral disc (IVD) degeneration. This study aims to evaluate the performance of DL technology for IVD segmentation ...
Intervertebral Disc Degeneration Intervertebral Disc Deep Learning Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Algorithms Lumbar Vertebrae
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