Primary Care

Exercise & Fitness

Latest AI and machine learning research in exercise & fitness for healthcare professionals.

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Showing 61-80 of 6,934 articles

The impact of silicone oil on the formation of free fatty acids particles.

Silicone oil is a ubiquitous presence throughout the life cycle of biopharmaceutical products, originating from manufacturing processes and primary packaging like pre-filled syringes. While its role in protein aggregation is well-studied, its impact on degradants like free fatty acids (FFAs) remains poorly understood. The only prior study on this topic concluded that silicone oil did not delay FFA...

Aug 15 2026 42603689

A Combined Deep Learning Approach to Screen Patients for Neuromuscular Pathology.

Neuromuscular diseases (NMD), comprising over 600 different conditions, severely impact nerve and/or muscle function and lead to significant morbidity. Ultrasound is a non-invasive tool that is gaining acceptance for diagnosing NMD. In clinical practice, muscle ultrasound can be evaluated quantitatively or visually using an ordinal four-point grading score (Heckmatt score). Its current application...

Aug 15 2026 42603762
Machine Learning-Derived Sarcopenia Signature Identifies High-Risk Molecular State in T2D Skeletal Muscle.

Sarcopenia is common in type 2 diabetes (T2D), but whether sarcopenia-associated transcriptomic features can be detected in diabetic skeletal muscle r...

Aug 14 2026 42599652
Associations of Iron Indicators with Cognitive Impairment Risk in Postmenopausal Women: Evidence from a Matched Case-Control Study and Back Propagation Neural Network Model.

Iron is essential for normal cognitive function, and women have nearly twice the age-matched prevalence of cognitive impairment compared with men. The...

Aug 13 2026 42593708
Real-World Barriers to and Facilitators of Implementing AI-Based Clinical Decision Support Systems: Scoping Review.

BACKGROUND: Widespread and sustained uptake of AI-based clinical decision support systems (CDSSs) in real-world health care settings is uncommon, desp...

Aug 13 2026 42594361
AI-Derived Score to Predict Effort Intolerance and Adverse Outcome across the Heart Failure Spectrum.

AIMS: To develop and externally validate an artificial intelligence (AI)-driven model to predict effort intolerance (i.e., peak oxygen uptake [VOâ‚‚] <1...

Aug 13 2026 42595250
Identification of weight loss predictors using machine learning approaches in adolescents with obesity.

BACKGROUND: Despite the effectiveness of lifestyle multidisciplinary (LMD) weight loss interventions in pediatric obesity, outcomes remain variable be...

Aug 13 2026 42595823
Planning the development of an AI-driven decision support architecture for the recognition of sudden cardiac arrest by 9-1-1 telecommunicators: report of a community engagement and brainstorming meeting.

OBJECTIVES: Sudden cardiac arrest is a leading cause of mortality in Canada (40,000 treatable deaths annually). Despite the benefits of 9-1-1 telecomm...

Aug 12 2026 42584805
A Machine Learning-Based Model to Predict Overactive Bladder Risk Among US Women: Evidence From the National Health and Nutrition Examination Survey 2011-2018.

BACKGROUND: Overactive bladder (OAB) is a prevalent condition, particularly among women, characterized by urinary urgency, often accompanied by freque...

Aug 12 2026 42585069
Pharmacogenomic and Drug Interactions Risk in Cardio-Oncology: A precision medicine perspective for India.

Cardio-oncology patients may face complex treatment regimens due to the concurrent existence of cancer and cardiovascular disease, leading to a consid...

Aug 12 2026 42586461
AbAgKer: A Unified Semi-Supervised Framework for Antigen-Antibody Binding Affinity and Kinetics Prediction.

MOTIVATION: The rapid advancement of generative artificial intelligence has enabled the high-throughput design of therapeutic antibody candidates. How...

Aug 12 2026 42587432
DELTA: Strengthening human biological resilience with an N=1 digital health and dynamic biomarker protocol.

Societies are aging rapidly in parallel with the increasingly earlier onset of serious diseases in younger populations. These and other factors are cr...

Aug 12 2026 42585167
Correlates of muscle strengthening exercise in adolescents: A machine learning based analysis.

BACKGROUND: Muscle-strengthening exercise (MSE) is a critical component of adolescent health, yet its correlates remain less understood than those of ...

Aug 12 2026 42585196
Predictive models of the genetic bases underlying budding yeast fitness in multiple environments.

The ability of organisms to adapt and survive depends on the effects of genes and the environment on fitness. However, the multigenic nature of fitnes...

Aug 11 2026 42582802
Predictive Modelling of 3-Month Glycemic Target Achievement in Type 2 Diabetes Mellitus Using Artificial Intelligence and Continuous Glucose Monitoring: A Retrospective Cohort Study.

AIMS: To develop and validate a machine learning model incorporating continuous glucose monitoring (CGM) metrics to predict 3-month glycemic target ac...

Aug 11 2026 42581435
Machine learning-based prediction of intraoperative blood transfusion in major surgery: exploiting clinical variables and systemic inflammatory indices.

BACKGROUND: Intraoperative blood transfusion is common in major surgery. Predicting transfusion risk may improve perioperative management, optimize bl...

Aug 10 2026 42576602
Social Media as a Driver of Obesity in Children and Adolescents (Aged 6-18 Years): It Is Time for Regulatory Action.

Obesity in children and adolescents is rising in China and globally, with health consequences that are already evident during childhood. This Viewpoin...

Aug 10 2026 42574737
Image-guided Spatial Omics Enhancement reveals Hidden Spatial Microstructures.

MOTIVATION: The rapid advancement of spatial omics is fundamentally hindered by the resolution gap between physical capture platforms and genuine biol...

Aug 7 2026 42568193
Human-centric triboelectric nanogenerators for self-powered sensing, exercise technologies, and intelligent interfaces.

Triboelectric nanogenerators (TENGs) have rapidly evolved from mechanical energy harvesters into human-centric, self-powered sensing platforms capable...

Aug 7 2026 42565684
Left Atrial Myopathy Across the Spectrum of Pediatric Heart Disease: Imaging, Mechanobiology, and Clinical Consequences.

Left atrial (LA) function has emerged as a critical determinant of cardiovascular performance and disease progression across the spectrum of pediatric...

Aug 7 2026 42566665
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