Primary Care

Latest AI and machine learning research in primary care for healthcare professionals.

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Differentially Private Iterative Screening Rules for Linear Regression

Linear $L_1$-regularized models have remained one of the simplest and most effective tools in data...

Enhancing Hepatopathy Clinical Trial Efficiency: A Secure, Large Language Model-Powered Pre-Screening Pipeline

Background: Recruitment for cohorts involving complex liver diseases, such as hepatocellular carci...

Genetics-Driven Personalized Disease Progression Model

Modeling disease progression through multiple stages is critical for clinical decision-making for ...

[Construction and preliminary validation of machine learning predictive models for cervical cancer screening based on human DNA methylation].

Using methylation characteristics of human genes to construct machine learning predictive models fo...

Feb 2025 39939021
MHQA: A Diverse, Knowledge Intensive Mental Health Question Answering Challenge for Language Models

Mental health remains a challenging problem all over the world, with issues like depression, anxie...

Utilizing Sequential Information of General Lab-test Results and Diagnoses History for Differential Diagnosis of Dementia

Early diagnosis of Alzheimer's Disease (AD) faces multiple data-related challenges, including high...

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI

Volume Interpolated Breath-Hold Examination (VIBE) MRI generates images suitable for water and fat...

Type 1 Diabetes Management using GLIMMER: Glucose Level Indicator Model with Modified Error Rate

Managing Type 1 Diabetes (T1D) demands constant vigilance as individuals strive to regulate their ...

The Relationship Between Head Injury and Alzheimer's Disease: A Causal Analysis with Bayesian Networks

This study examines the potential causal relationship between head injury and the risk of developi...

System Dynamics Modeling for Diabetes Treatment and Prevention Planning.

The increasing prevalence of preventable chronic disease in Canada poses significant challenges to b...

Feb 2025 39968560
Competing Visions for the Soul of Canada's Health and Healthcare System.

Canada's healthcare system faces a critical choice between two futures: "Cyborgville," driven by adv...

Feb 2025 39968563
Toward Equitable Access: Leveraging Crowdsourced Reviews to Investigate Public Perceptions of Health Resource Accessibility

Access to health resources is a critical determinant of public well-being and societal resilience,...

High-Throughput Computational Screening and Interpretable Machine Learning of Metal-organic Frameworks for Iodine Capture

The removal of leaked radioactive iodine isotopes in humid environments holds significant importan...

Chronic Diseases Prediction Using ML

The recent increase in morbidity is primarily due to chronic diseases including Diabetes, Heart di...

Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation

Cervical cancer is a leading malignancy in female reproductive system. While AI-assisted cytology ...

[Application of artificial intelligence in combination with CT radiomics in chronic obstructive pulmonary disease].

As CT imaging is increasingly used for the evaluation of lung nodules and the diagnosis and screenin...

Feb 2025 39914847
Machine Learning for Everyone: Simplifying Healthcare Analytics with BigQuery ML

Machine learning (ML) transforms healthcare by enabling predictive analytics, personalized treatme...

DenseReviewer: A Screening Prioritisation Tool for Systematic Review based on Dense Retrieval

Screening is a time-consuming and labour-intensive yet required task for medical systematic review...

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