Orthopedics

Latest AI and machine learning research in orthopedics for healthcare professionals.

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Showing 401-420 of 8,094 articles

Scoping review: artificial intelligence in patient education for scoliosis.

BACKGROUND: Scoliosis is a prominent and disabling spinal deformity often presenting in adolescence, causing pain and movement dysfunction. Treatment involves repeated surgical interventions to straighten the spine gradually. Due to the invasive nature and natural disease progression, patients require a deep understanding of the condition for optimal engagement in treatment and associated physioth...

Jul 4 2026 42400630

Sex estimation from morphometry of lumbar vertebrae (L4-L5): A machine learning approach.

BACKGROUND: Sex estimation is the first and most important step in establishing a reliable biological identity during the examination of skeletal remains. For sex estimation, the pelvis and cranial bones are primarily preferred. In cases where the pelvis bones are not available, vertebrae are also utilised. The present study focuses on the effectiveness of the fourth-fifth lumbar vertebrae in sex ...

Jul 4 2026 42400663
Explainable foundation model for dementia screening and risk stratification using retinal fundus images.

Dementia is a growing global health challenge, and early identification is essential for timely intervention. We evaluated whether foundation model-ba...

Jul 4 2026 42401717
Preoperative MRI and clinical indicators for predicting meniscal repairability: a machine learning-based study.

OBJECTIVES: To develop and internally validate a radiology-centered machine-learning model using preoperative MRI and clinical characteristics to pred...

Jul 4 2026 42401973
Diagnostic accuracy of artificial intelligence for spinopelvic parameters in standing total spine X-ray and limitations after fusion surgery.

OBJECTIVE: To evaluate the accuracy of a commercial deep learning algorithm in measuring spinopelvic parameters on full spine radiographs. MATERIALS A...

Jul 4 2026 42399390
Identification and validation of novel diagnostic biomarkers across multiple tissues in osteoarthritis.

BACKGROUND: Osteoarthritis (OA) is a degenerative joint disease characterized by synovial inflammation, cartilage degradation, and subchondral bone re...

Jul 3 2026 42397093
ISSLS Prize in Bioengineering Science 2026: Hidden in Plain Sight: Machine Learning-Assisted MRI Reveals Novel Vertebral Body Biomarkers of Chronic Low Back Pain in Humans.

PURPOSE: To identify signal and spatial biomarkers in the lumbar vertebrae of individuals with and without non-specific chronic low back pain (NSCLBP)...

Jul 3 2026 42397574
Prediction of Acromial and Scapular Spine Fractures After Reverse Total Shoulder Arthroplasty using Machine Learning: A Retrospective Cohort Study.

BACKGROUND: Acromial and scapular spine fractures (ASSF) are an uncommon but significant complication following reverse total shoulder arthroplasty (r...

Jul 3 2026 42398666
Body composition's effect on the bone-vascular axis of osteoporosis discovered in AI-based CT analysis of COPD patients.

OBJECTIVES: This study aimed to investigate the effect of body composition on the inverse relationship between vertebral bone density (T12 BMD) and to...

Jul 3 2026 42399449
Research progress on debridement, antibiotics, and implant retention (DAIR) for the treatment of periprosthetic joint infection after artificial joint replacement.

Periprosthetic joint infection (PJI) is one of the most serious complications following artificial joint replacement, posing significant treatment cha...

Jul 3 2026 42399497
Meta-analysis and Systematic Review of Diagnostic Performance of Machine Learning Algorithms on Skeletally Mature Wrist Fractures.

BACKGROUND: Wrist fractures are prevalent, and the diagnostic performance of artificial intelligence for their detection requires clarification. This ...

Jul 3 2026 42399770
High-Performance Weavable Piezoelectret Fibers via Scalable In Situ Poling Melt-Spinning for Real-Time Knee Joint Rehabilitation Monitoring.

The scalable production of high-performance piezoelectric fibers remains a major hurdle for smart textile applications. Here, we report an in situ pol...

Jul 2 2026 42394230
Comparing Speed and Accuracy of Artificial Intelligence Large Language Models on the Orthopedic In-Training Examination.

OBJECTIVES: Large language models (LLMs), such as Open AI's Chat Generative Pre-Trained Transformer (GPT)-4 and Google Gemini, have gained significant...

Jul 2 2026 42397783
Low-Field Neuroimaging: Opportunities and Limitations.

Magnetic resonance imaging (MRI) at low magnetic field strengths (under 1 T) has seen renewed interest, driven by technological advances that enhance ...

Jul 2 2026 42390006
Automated Optic Disc Tilt Classification in Fundus Photographs Using Segmentation and the Elliptical Ratio: External Clinical Validation Study.

BACKGROUND: Optic disc tilt is a morphological change in myopic eyes that complicates clinical interpretation and artificial intelligence (AI)-based a...

Jul 2 2026 42390958
MMP9 mediates 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD)-induced osteoarthritis cartilage damage via regulating the p38 MAPK pathway: A mechanistic study based on network toxicology and multi-omics.

2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD), a highly toxic persistent organic pollutant (POP), is associated with musculoskeletal disorders, yet its m...

Jul 2 2026 42392495
A Wearable Motion Capture Dataset for Gait Analysis Using IMUs and Shank-Mounted Egocentric Cameras.

Walking kinematics offer critical insights into human gait, enabling clinicians to assess motor function, diagnose impairments, and monitor rehabilita...

Jul 2 2026 42393089
A zero-watermark scheme for the protection of pediatric orthopedic medical images using dual-source collaborative cross-attention mechanism.

Digital medical images of pediatric orthopedic diseases are widely exchanged and transmitted on medical sharing platforms for medical usage. However, ...

Jul 2 2026 42393284
BoneCoT: multicentre validation of a whole-body skeleton foundation model for bone metastases guided by clinician-derived chain of thought.

Given the rising incidence of bone metastases, computed tomography is widely used worldwide as the initial imaging modality for their detection. Accur...

Jul 2 2026 42393341
Multidirectional Optical Bone Densitometry Using a Simulation-Based Machine Learning Model: Experimental Validation with Bone Phantoms.

PURPOSE: While the multidirectional optical bone densitometry approach, originally proposed based on simulation, has been previously reported, its exp...

Jul 2 2026 42393400
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