Primary Care

Obesity

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

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AI-driven personalized nutrition: RAG-based digital health solution for obesity and type 2 diabetes.

Effective management of obesity and type 2 diabetes is a major global public health challenge that r...

May 2025 40327647
Development and validation of machine learning models for predicting low muscle mass in patients with obesity and diabetes.

BACKGROUND AND AIMS: Low muscle mass (LMM) is a critical complication in patients with obesity and d...

Apr 2025 40301848
Advancing Cardiovascular, Kidney, and Metabolic Medicine: A Narrative Review of Insights and Innovations for the Future.

Cardiovascular, kidney and metabolic (CKM) conditions are interrelated, significantly contributing t...

Apr 2025 40272772
Artificial intelligence models utilize lifestyle factors to predict dry eye related outcomes.

The purpose of this study is to examine and interpret machine learning models that predict dry eye (...

Apr 2025 40251245
Structural brain pattern abnormalities in tinnitus with and without hearing loss.

OBJECTIVE: Subjective tinnitus often coexists with hearing loss, and they share common pathophysiolo...

Apr 2025 40209328
Interpretable lung cancer risk prediction using ensemble learning and XAI based on lifestyle and demographic data.

Lung cancer is a leading cause of cancer-related death worldwide. The early and accurate detection o...

Mar 2025 40174511
Learning from the machine: is diabetes in adults predicted by lifestyle variables? A retrospective predictive modelling study of NHANES 2007-2018.

OBJECTIVES: This study aimed to compare the performance of five machine learning algorithms to predi...

Mar 2025 40122552
Capsule DenseNet++: Enhanced autism detection framework with deep learning and reinforcement learning-based lifestyle recommendation.

Autism Spectrum Disorder (ASD) is a complex neurological condition that impairs the ability to inter...

Mar 2025 40120178
Exploring associations among pro-inflammatory cytokines, osteoarthritis, and gut microbiome composition in individuals with obesity using machine learning.

OBJECTIVE: To investigate potentially novel and modifiable mechanisms of the effects of gut microbio...

Mar 2025 40213471
Utilizing machine learning algorithms for predicting Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI).

BACKGROUND: Accurately diagnosing Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpati...

Mar 2025 40102794
Artificial intelligence in anti-obesity drug discovery: unlocking next-generation therapeutics.

Obesity, a multifactorial disease linked to severe health risks, requires innovative treatments beyo...

Mar 2025 40107411
Tlalpan 2020 Case Study: Enhancing Uric Acid Level Prediction with Machine Learning Regression and Cross-Feature Selection.

Uric acid is a key metabolic byproduct of purine degradation and plays a dual role in human health....

Mar 2025 40292490
Obesity classification: a comparative study of machine learning models excluding weight and height data.

OBJECTIVE: Obesity is a global health problem. The aim is to analyze the effectiveness of machine le...

Mar 2025 40105561
ChatGPT-4o and 4o1 Preview as Dietary Support Tools in a Real-World Medicated Obesity Program: A Prospective Comparative Analysis.

BACKGROUND/OBJECTIVES: Clinicians are becoming increasingly interested in the use of large language ...

Mar 2025 40150497
An artificial intelligence-informed proof of concept model for an ecological framework of healthy longevity forcing factors in the United States.

Unhealthy lifestyle behaviors are a doorway to downstream health consequences characterized by the f...

Mar 2025 40089224
Identifying individuals at risk for weight gain using machine learning in electronic medical records from the United States.

AIMS: Numerous risk factors for the development of obesity have been identified, yet the aetiology i...

Mar 2025 40069847
Essential competencies of nurses working with AI-driven lifestyle monitoring in long-term care: A modified Delphi study.

BACKGROUND: As more and more older adults prefer to stay in their homes as they age, there's a need ...

Mar 2025 40056483
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