Primary Care

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A novel machine learning model for screening the risk of obstructive sleep apnea using craniofacial photography with questionnaires.

STUDY OBJECTIVES: Undiagnosed or untreated moderate-to-severe obstructive sleep apnea (OSA) increase...

Incorporating computer vision on smart phone photographs into screening for inflammatory arthritis: results from an Indian patient cohort.

OBJECTIVES: Convolutional neural networks (CNNs) are increasingly used to classify medical images, b...

Repurposing FDA-approved drugs as NLRP3 inhibitors against inflammatory diseases: machine learning and molecular simulation approaches.

Activation of NLRP3 (NOD-like receptor family, pyrin domain-containing protein 3) has been associate...

Bioactivity predictions and virtual screening using machine learning predictive model.

Recently, there has been significant attention on machine learning algorithms for predictive modelin...

Discovery of hematopoietic progenitor kinase 1 inhibitors using machine learning-based screening and free energy perturbation.

Hematopoietic progenitor kinase 1 (HPK1) is a key negative regulator of T-cell receptor (TCR) signal...

Intelligent Care Management for Diabetic Foot Ulcers: A Scoping Review of Computer Vision and Machine Learning Techniques and Applications.

Ten percent of adults in the United States have a diagnosis of diabetes and up to a third of these i...

[Role of Artificial Intelligence in Improving Quality of Colonoscopy].

Colorectal cancer is a common malignancy and a major health concern in Korea. Although colonoscopy i...

A Machine Learning-Based Risk Assessment Model for Poor Postoperative Pain Outcome.

Postoperative pain is a relevant and unresolved problem in clinical practice. In order to reduce the...

Classifying Type 2 Diabetes Using N-Glycan Profiling and Machine Learning Algorithms.

BACKGROUND: Type 2 diabetes (T2D) continues to present a global public health challenge due to its i...

Validation of machine learning-assisted screening of PKC ligands: PKC binding affinity and activation.

Protein kinase C (PKC) is a family of serine/threonine kinases, and PKC ligands have the potential t...

Machine Learning-Based Prediction of Large-for-Gestational-Age Infants in Mothers With Gestational Diabetes Mellitus.

CONTEXT: Large-for-gestational-age (LGA), one of the most common complications of gestational diabet...

WMH-DualTasker: A Weakly Supervised Deep Learning Model for Automated White Matter Hyperintensities Segmentation and Visual Rating Prediction.

White matter hyperintensities (WMH) are neuroimaging markers linked to an elevated risk of cognitive...

[Current applications and challenges of artificial intelligence in diabetes management].

In recent years, the rapid development of artificial intelligence (AI) has brought innovative opport...

[Advancements in machine learning applications in refractive surgery].

Refractive error is a significant factor contributing to visual impairment, imposing a relatively la...

AI-Driven Care Navigation to Foster Early Childhood Resilience and Positive Childhood Experiences.

Early life experiences are crucial for health and well-being, influencing physical, emotional, and s...

Machine learning reveals connections between preclinical type 2 diabetes subtypes and brain health.

Previous research has established type 2 diabetes mellitus as a significant risk factor for various ...

Automated Bi-Ventricular Segmentation and Regional Cardiac Wall Motion Analysis for Rat Models of Pulmonary Hypertension.

Artificial intelligence-based cardiac motion mapping offers predictive insights into pulmonary hyper...

Relationships Between Retinal Vascular Characteristics and Systemic Indicators in Patients With Diabetes Mellitus.

PURPOSE: To develop a deep learning method for vessel segmentation in fundus images, measure retinal...

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