Orthopedics

Sports Medicine

Latest AI and machine learning research in sports medicine for healthcare professionals.

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Showing 141-160 of 7,228 articles

Machine-Learning-Assisted Pathway Optimization in Large Combinatorial Design Spaces: A p-Coumaric Acid Case Study.

Combinatorial pathway optimization is a powerful approach in metabolic engineering to improve strain performance. While machine learning (ML) has shown promise in guiding the Design-Build-Test-Learn (DBTL) cycle, most applications have been limited to small design spaces, thereby restricting the potential of predictive and exploration-exploitation strategies. In this work, we applied two DBTL cycl...

Jul 22 2026 42486474

Mesenchymal stem cell-derived secretome in traumatic brain injury: Stage-specific paracrine mechanisms and translational challenges.

Traumatic brain injury (TBI) is a stage-dependent disorder that evolves from acute neuroinflammation, blood-brain barrier (BBB) disruption, oxidative stress, excitotoxicity, and apoptosis to subacute neurovascular remodeling and chronic impairment of neuroregeneration and circuit repair. Current clinical management improves survival by stabilizing physiological status and limiting secondary injury...

Jul 21 2026 42480635
Atrial Fibrillation in Patients With Myocardial Infarction: Global Burden, Predictors, and Prognostic Impact.

Atrial fibrillation (AF) is the most prevalent sustained arrhythmia worldwide. Acute myocardial infarction (AMI) is closely intertwined with AF throug...

Jul 21 2026 42482384
Novel Musculoskeletal Hypotheses in the Armed Services Trauma and Rehabilitation Outcome (ADVANCE) Cohort: Development and Application of Sparse Group Factor Analysis Methodology.

BACKGROUND: Musculoskeletal conditions are a leading global cause of disability, yet the factors influencing long-term musculoskeletal health, particu...

Jul 21 2026 42478990
Robust Sleep Behavior Monitoring Under Motion Artefacts via Motion-Conditioned Learning.

Motion artefacts remain a major barrier to reliable wearable sleep behavior analysis in real-world environments. Although recent advances in flexible ...

Jul 21 2026 42479506
Distinctly structured social behavior across three rodent strains is associated with different neural activity patterns.

Social behavior varies considerably across mammalian species, yet the neural basis for these variations remains unclear. We compared the behavior of t...

Jul 20 2026 42495538
Automated quality indicators for echocardiographic recordings and measurements: consequences for left ventricular global longitudinal strain.

AIMS: Global longitudinal strain (GLS) is a sensitive measure of left ventricular (LV) function, though hampered by significant variability. Data on h...

Jul 20 2026 42500507
Co-designing an AI-based ergonomic risk assessment system with rehabilitation professionals: A review on participatory framework.

BackgroundWork-related musculoskeletal disorders remain a major source of disability and productivity loss across healthcare and rehabilitation workfo...

Jul 20 2026 42478085
Machine Learning-Guided Surface Strain Engineering in Connected Platinum-Nickel Nanoparticle Catalysts for Advanced Oxygen Reduction Performance.

Engineering the surface structure of catalysts is critical for achieving high intrinsic activity in the oxygen reduction reaction (ORR). We report a m...

Jul 20 2026 42474119
Machine learning-based prediction of sepsis-induced myocardial injury: external validation and SHAP interpretation.

BACKGROUND: Sepsis-induced myocardial injury (SIMI) is a common complication in sepsis patients with poor prognosis. Consequently, its early accurate ...

Jul 20 2026 42477579
Decoding dry eye disease based on bioinformatics and in vitro experimental: the role of immune responses and natural product intervention.

BACKGROUND: Dry eye disease (DED), a prevalent ocular condition, has seen rising incidence rates. Aberrant inflammation and immune dysregulation are k...

Jul 18 2026 42471730
Artificial Intelligence Large Language Models for Pelvic Floor Rehabilitation: Readabilty, Usability and Consistency.

BACKGROUND: Nowadays, artificial intelligence Large Language Models (LLMs) are widely used by patients and physicians alike to investigate various med...

Jul 17 2026 42464883
Enhancing the golden hour: classification of traumatic brain injury, severity, and concomitant clinical phenotypes using prehospital continuous physiological data during air transport.

During emergency transport, clinical assessment and vital signs may lack the sensitivity to identify traumatic brain injury (TBI) and identify specifi...

Jul 17 2026 42468566
Keypoint detection and functional evaluation of human lower limbs based on YOLOv8 and HRNet.

With the development of artificial intelligence and deep learning technology, human pose estimation has been widely applied in fields such as medical ...

Jul 17 2026 42469374
α-Synuclein Seeds Amplification Assays for Parkinson's Disease and Related Synucleinopathies.

Parkinson's disease (PD) is a progressive neurodegenerative disorder characterized by the pathological misfolding and aggregation of α-synuclein (α-sy...

Jul 16 2026 42460688
Long-Sequence Lower Limb Action Recognition via Action-Specific Attention and Logic Correction for Daily Rehabilitation.

Accurate and robust intent recognition is the cornerstone of human-machine collaboration in rehabilitation, particularly for controlling Supernumerary...

Jul 16 2026 42461747
Machine learning-based model for identifying liver injury in patients with thyroid-associated ophthalmopathy.

PURPOSE: To explore the relationship between thyroid-associated ophthalmopathy (TAO) and liver injury and establish a model for identifying liver inju...

Jul 16 2026 42463584
Acute kidney injury severity in ICU patients: Developing and evaluating a data-driven analysis of clinical covariates using machine learning.

BACKGROUND: Acute kidney injury remains a major cause of morbidity and mortality in critically ill patients. Existing classification systems rely on s...

Jul 16 2026 42461941
Effectiveness and usability of artificial intelligence-powered assistive technologies in Supporting daily activities of children with cerebral palsy: a systematic review.

BACKGROUND: Cerebral Palsy (CP) is the main cause of motor disabilities in childhood, necessitating innovative approaches to rehabilitation and assist...

Jul 15 2026 42458819
Machine Learning-Based Early Risk Stratification for Sepsis-Related Troponin-Defined Myocardial Injury Using Routine Metabolic Indicators.

BACKGROUND: Early recognition of sepsis-related myocardial injury during sepsis remains difficult, partly because harmonized echocardiographic phenoty...

Jul 15 2026 42462621
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