Orthopedics

Sports Medicine

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

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Orthopedics Subcategories: Sports Medicine
Showing 541-560 of 7,228 articles

[A smart way back to work-The impact of digital rehabilitation on return-to-work outcomes after hand injuries].

BACKGROUND: Restoring the ability to work after hand injuries is a central goal of rehabilitation. Digital therapy applications are increasingly finding their way into everyday clinical practice. However, data on the influence of such technologies on parameters relevant to everyday life, such as the duration of incapacity to work, is still lacking. In particular, it is unclear whether app-supporte...

Mar 31 2026 41917421

Predictive accuracy of a perioperative hemodynamic indices-based prediction model for moderate-to-severe acute kidney injury after orthotopic heart transplantation.

BACKGROUND: Acute kidney injury is a common complication after orthotopic heart transplantation. Previous models have failed to consider the impact of multiple hemodynamic parameters on prediction performance. The objective of this study was aimed to develop machine-learning models incorporating multiple hemodynamic parameters to predict the risk of developing acute kidney injury after orthotopic ...

Mar 30 2026 42264774
Animal Models of Allergen Immunotherapy for Allergic Airway Inflammation.

Allergen immunotherapy (AIT) is currently the only disease-modifying therapy for allergic airway inflammation. However, its underlying mechanisms rema...

Mar 30 2026 41913311
Revisiting the NETs-CYBB-p38 MAPK axis in bronchiectasis: The underlying oxidative injury mechanism.

BACKGROUND: Bronchiectasis is a chronic neutrophilic respiratory disease frequently complicated by Pseudomonas aeruginosa (P. aeruginosa) infection. N...

Mar 30 2026 41916025
An Introduction to AI for Clinicians: Tutorial.

Artificial intelligence (AI) is already fundamentally changing society, with medicine being no exception. AI will impact how we practice, how hospital...

Mar 30 2026 41911411
From reductionism to complex systems: Paradigm shift and knowledge evolution in competitive sports research using BERTopic.

BACKGROUND AND PURPOSE: With the exponential growth in the volume of competitive sports research, traditional bibliometric methods based on keyword co...

Mar 30 2026 41911258
Understanding human arm stiffness modulation in overground pHRI: The roles of kinematics, perturbation, and trunk sway.

This study examines human arm kinematics during overground physical human-robot interaction (pHRI). Previous work showed humans adjust arm stiffness w...

Mar 30 2026 41911324
From classical models to attention-based transformers: A comparative study of injury prediction pipelines in female varsity soccer.

This study aimed to compare four commonly used machine learning techniques, Support Vector Machine (SVM), XGBoost, Long Short-Term Memory (LSTM), and ...

Mar 29 2026 41932071
Dual-Peptide Nanoplatform: Mesoporous Silica Nanoparticles Functionalized With a Cell-Penetrating Peptide and Loaded With Rationally Designed Antimicrobial Peptides for Tuberculosis Therapy.

Tuberculosis remains a major infectious disease worldwide and demands new therapeutic approaches capable of targeting intracellular Mycobacterium tube...

Mar 29 2026 41906540
Predicting self-reported injury status among runners training for the New York City Marathon.

BACKGROUND: Although numerous studies have examined risk factors and prevention strategies for running-related injuries, few have rigorously tested pr...

Mar 29 2026 41906622
A Machine learning framework for calf muscle fatigue assessment using IMU sensors and EMG-Based labeling.

PURPOSE: Calf muscle fatigue detection is essential for sports performance monitoring, injury prevention, rehabilitation, and tasks involving prolonge...

Mar 28 2026 41946214
Artificial intelligence in the management of sports knee injuries: a narrative review.

INTRODUCTION: Sports-related knee injuries are common and debilitating, often leading to chronic pain, early osteoarthritis, and reduced performance. ...

Mar 27 2026 41903431
ACOT8-mediated palmitate accumulation promotes M1 macrophage polarization in renal ischemia-reperfusion injury via activation of the cGAS-STING pathway.

Renal ischemia-reperfusion injury (IRI) is a major cause of acute kidney injury, involving complex mechanisms of metabolic dysregulation and immune in...

Mar 27 2026 41905213
Can a novel computer vision-based framework detect head-on-head impacts during a rugby league tackle?

BACKGROUND: Head-on-head impacts are a risk factor for concussion, which is a concern for sports. Computer vision frameworks may provide an automated ...

Mar 27 2026 39832883
Pediatric Firearm Risk Prediction in Trauma Centers and After Discharge: A Machine Learning Analysis.

OBJECTIVE: We used machine learning (ML) to develop firearm risk prediction models for injured children and adolescents admitted to U.S. trauma center...

Mar 26 2026 41903623
Dual human-AI thematic analysis of a qualitative interview following cognitive rehabilitation in chronic severe traumatic brain injury.

Qualitative research offers important insight into lived experiences of individuals with traumatic brain injury (TBI), particularly in the chronic pha...

Mar 26 2026 41888073
Prediction of acute kidney injury in patients with acute pesticide poisoning using the PKIP score.

Acute pesticide poisoning frequently leads to acute kidney injury (AKI), which is strongly associated with increased mortality. However, predictive re...

Mar 26 2026 41888181
Classification of anterior cruciate ligament injury profiles through running analysis: a machine learning approach.

Anterior cruciate ligament (ACL) injuries are common in athletes and often result in long-term complications such as altered gait and an increased ris...

Mar 26 2026 41888266
Characterizing heterogeneity and subphenotyping acute respiratory distress syndrome with computed tomography.

Acute respiratory distress syndrome (ARDS) is a heterogeneous clinical syndrome rather than a single disease. Patients who meet the same diagnostic cr...

Mar 26 2026 41882477
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