Public Health & Policy

Latest AI and machine learning research in public health & policy for healthcare professionals.

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Supporting Personalized prEgnancy Care wIth Artificial inteLligence (SPECIAL): An Acceptability Study of a Personalized Educational Platform.

Postpartum depression (PPD) affects approximately 20% of pregnant individuals, yet half of these cas...

Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models.

This study evaluates fine-tuned Llama 3.2 models for extracting vaccine-related information from eme...

A Computational Framework for Tailored Preventive Care Recommendations Using Electronic Health Records.

Most healthcare systems worldwide are designed to be reactive. According to the U.S. Centers for Dis...

Lower Extremity Bypass Surveillance and Peak Systolic Velocities Value Prediction Using Recurrent Neural Networks.

Routine duplex ultrasound surveillance is recommended after femoral-popliteal and femoral-tibial-ped...

Optimizing the Primary Prevention of Sudden Cardiac Death in Patients With Heart Failure.

Implantable cardioverter-defibrillators (ICDs) protect patients from sudden cardiac death (SCD). Lan...

Developing risk stratification strategies and biomarkers for recurrent hepatocellular carcinoma.

Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related mortality, with high rates ...

A Framework for Evaluating the Use of Surveillance Systems for Short-Term Influenza Forecasting.

BACKGROUND: Public health surveillance systems need to monitor influenza activity and guide measures...

Natural History of Cerebral Aneurysms: Risk Factors for Rupture and Implications for Management.

Intracranial aneurysms, affecting 2% to 3% of adults, present a significant health challenge due to ...

[Applications, challenges and a trustworthy use of artificial intelligence in public health].

The rapid advancements in artificial intelligence (AI) over recent years have resulted in its integr...

[Artificial intelligence in preventive medicine for children and adolescents-applications and acceptance].

The use of artificial intelligence (AI) in pediatric and adolescent medicine offers numerous possibi...

Analysis of disease severity and mortality prediction using machine learning during COVID-19.

This paper focuses on how machine learning (ML) algorithms and applications have been used to analyz...

Genetic Risk Scores in Stroke Research and Care.

Stroke remains a leading cause of death and disability worldwide. While well-established risk factor...

Clinical decision tree for optimizing endoscopic assessment of signet ring cell carcinoma in hereditary diffuse gastric cancer surveillance.

Prophylactic total gastrectomy is the definitive treatment for hereditary diffuse gastric cancer syn...

Identifying environmental drivers of Aedes aegypti and Aedes albopictus abundance in the Dallas-Fort Worth metroplex using Random Forest modeling.

Aedes aegypti and Aedes albopictus are 2 medically important vectors that have established populatio...

[Optimizing a standardized management model for chronic obstructive pulmonary disease in primary healthcare institutions].

Chronic obstructive pulmonary disease (COPD) affects nearly 100 million individuals in China and has...

Surveillance and Surgical Salvage Treatment for Endoscopically Removed T1 Colorectal Cancers.

Endoscopic submucosal dissection (ESD) enables en-bloc resection of large lesions more than 20 mm in...

Artificial Intelligence to Improve Blood Pressure Control: A State-of-the-Art Review.

Hypertension remains a major global health challenge, contributing to significant morbidity and mort...

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