Orthopedics

Sports Medicine

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

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Orthopedics Subcategories: Sports Medicine
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Workload Intensity in Human-Robot Collaboration: A Personalized Approach to Sustainable Efficiency and Well-Being.

ObjectiveTo investigate how varying workload intensity and personalized conditions influence physiological stress responses and task efficiency in human-robot collaboration (HRC).BackgroundHRC is increasingly used to enhance productivity and reduce physical demands, yet workers' mental and physiological strain remains unaddressed. High workload intensity, often induced by robot pacing, can elevate...

Feb 11 2026 41671514

Pullulan-based semi-interpenetrating network hydrogel sensor for artificial intelligence-driven pressure recognition.

Hydrogel sensors have gained significant attention in recent years due to their ability to detect various stimuli. This work first employs a "one-pot method" to construct a semi-interpenetrating network (sIPN) gel composed of polyvinyl alcohol (PVA) and pullulan polysaccharide (PUL), combined with potassium chloride (KCl) and MXene to establish an electrically conductive network. Then, the hydroge...

Feb 11 2026 41707464
PadelTracker100: A dataset for intelligent player and ball tracking in padel sports.

Advancements in computer vision and deep learning have revolutionized sports video analysis, enabling automated and precise data labeling. However, th...

Feb 11 2026 41737792
GeoShapley-based interpretation of older adult pedestrian fatal vs injury crash frequency in dense urban environments.

As the world's population ages, ensuring the safety of older adult pedestrians has become an urgent priority in transportation planning. However, most...

Feb 11 2026 41679261
[Pay attention to blepharospasm and dry eye].

Blepharospasm-related dry eye is a complex multifactorial comorbidity involving neural, ocular surface, and psychological factors, currently facing co...

Feb 11 2026 41644440
Artificial intelligence in biomaterials for oral oncology.

Oral cancer and oral potentially malignant disorders (OPMDs) remain a significant challenge in diagnosis and therapy, primarily due to inherent limita...

Feb 10 2026 41691797
Rapid Design and Fabrication of Body Conformable Surfaces with Kirigami Cutting and Machine Learning.

By integrating the principles of kirigami cutting and data-driven modeling, this study aims to develop a personalized, rapid, and low-cost design and ...

Feb 10 2026 41668522
Understanding patient experience during Lokomat rehabilitation in children and adolescents: a clinical observational study combining self-evaluation and physiological metrics.

OBJECTIVES: To examine the emotional, cognitive and dispositional experience of children and adolescents undergoing Lokomat rehabilitation by integrat...

Feb 10 2026 41667181
Machine-learning-derived phenotypes of hypertensive patients using multidimensional clinical and echocardiographic data including strain imaging.

AIMS: We applied unsupervised machine learning clustering to a large cohort of hypertensive patients undergoing echocardiography with strain imaging t...

Feb 9 2026 41768037
Development and validation of a machine learning stratified prediction model for early warning of anti-tuberculosis drug-induced liver injury risk based on real-world data: a retrospective cohort study.

OBJECTIVE: This study aimed to develop and validate stratified machine learning models for early prediction of anti-tuberculosis drug-induced liver in...

Feb 9 2026 41664046
Carboxymethyl Cellulose/Sodium Lignosulfonate Composite Hydrogel with Toughness, Adhesiveness, and Antibacterial Properties for Monitoring Respiration in Heart Failure Patients.

The advancement of personalized medicine is increasingly reliant on wearable health monitoring technologies. While hydrogels offer great promise for s...

Feb 9 2026 41662587
BackTracker: Machine learning to identify kinematic phenotypes for personalised exercise management in non-specific low back pain.

BACKGROUND: Low back pain (LBP) is a leading cause of global disability. Most cases are non-specific (NSLBP) and lack identifiable causes. Early activ...

Feb 7 2026 41689880
Current perspectives in cardiogenic shock.

Cardiogenic shock (CS) remains a leading cause of death in intensive cardiac care. Outcomes are limited by delayed recognition of hypoperfusion, heter...

Feb 7 2026 41655405
A three-dimensional skin-conformal hybrid electrode system for burden-free sEMG monitoring during exercises.

High-fidelity surface electromyography (sEMG) acquisition under dynamic conditions is critical for rehabilitation, sports monitoring, and human-machin...

Feb 6 2026 41662792
Machine learning model identifies tibial anatomical variables as potential risk factors for anterior cruciate ligament injury.

PURPOSE: The tibial slope is a well-known risk factor for anterior cruciate ligament (ACL) injury. As machine learning continues to progress, it has b...

Feb 6 2026 41649229
Multidisciplinary prediction of running-related injuries using machine learning.

The causes of endurance running-related injury (RRI) are multifactorial, yet little research has been conducted which utilizes multidisciplinary risk ...

Feb 6 2026 41652142
Novel insights into myocardial synchrony: A CMR-based approach for improving the detection of coronary artery disease at rest.

BACKGROUND: We aimed to develop a novel cardiac magnetic resonance (CMR)-based method for quantifying myocardial synchrony and evaluate its diagnostic...

Feb 5 2026 41651384
Mechanism of action of piperine in the treatment of retinal ischemic injury based on bioinformatics and network pharmacology.

Piperine is a common anti-ischemic compound and an active ingredient of herbal medicine for various ailments. It is widely sourced and affordable. How...

Feb 5 2026 41651335
The effect of artificial intelligence-assisted pulmonary rehabilitation on exercise capacity: A systematic review and meta-analysis.

INTRODUCTION: Artificial intelligence (AI) technologies are increasingly being integrated into pulmonary rehabilitation (PR) to improve individualizat...

Feb 5 2026 41655523
Factors influencing long-term outcomes in lung transplantation: effective monitoring and comprehensive intervention.

PURPOSE OF REVIEW: Achieving long-term survival after lung transplantation remains a major challenge. Outcome determinants have expanded beyond pathop...

Feb 5 2026 41640234
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