AIMC Topic: United States
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A Computational Framework for Tailored Preventive Care Recommendations Using Electronic Health Records.
Studies in health technology and informatics
Aug 7, 2025
Most healthcare systems worldwide are designed to be reactive. According to the U.S. Centers for Disease Control and Prevention (CDC), 90% of the nation's $3.3 trillion annual healthcare expenditures are attributed to individuals with chronic and men...
Role of AI in Clinical Decision-Making: An Analysis of FDA Medical Device Approvals.
Studies in health technology and informatics
Aug 7, 2025
The U.S. Food and Drug Administration (FDA) plays an important role in ensuring safety and effectiveness of AI/ML-enabled devices through its regulatory processes. In recent years, there has been an increase in the number of these devices cleared by ...
Predicting Postpartum Depression Risk Using Social Determinants of Health.
Studies in health technology and informatics
Aug 7, 2025
Postpartum depression (PPD) affects approximately 20% of women after childbirth and has complex etiology. Existing predictive models of PPD lack training on large, national datasets and comprehensive integration of clinical and social determinants. T...
The Best of All Worlds: A Hybrid Approach to Cohort Identification with Rules, Small and Large Language Models.
Studies in health technology and informatics
Aug 7, 2025
Balancing operational feasibility with the performance of natural language processing (NLP) systems is a significant challenge. This study presents a hybrid strategy to integrate manually curated rules, small language model (SLM), and large language ...
Improving Zero-Shot Multiclass Classification for Narrative Reports from National Violent Death Reporting System.
Studies in health technology and informatics
Aug 7, 2025
The natural language processing pipeline powered by the BART model is a popular zero-shot text classification system. While the standard approach for using this pipeline can achieve impressive accuracies in many multiclass classification tasks, we be...
Examining 81 Predictors of Self-Esteem Using Machine Learning.
International journal of psychology : Journal international de psychologie
Aug 1, 2025
The purpose of this study was to identify and rank the most important predictors of self-esteem. Data were drawn from the Midlife in the United States (MIDUS) study, a nationally representative survey of American adults. A total of 81 potential predi...
Drug repurposing to identify potential FDA-approved drugs targeting three main angiogenesis receptors through a deep learning framework.
Molecular diversity
Aug 1, 2025
Tumor cell survival depends on the presence of oxygen and nutrients provided by existing blood vessels, particularly when cancer is in its early stage. Along with tumor growth in the vicinity of blood vessels, malignant cells require more nutrients; ...
The second Trump administration: A policy analysis of challenges and opportunities for European health policymakers.
Health policy (Amsterdam, Netherlands)
Aug 1, 2025
BACKGROUND: The second Trump administration has already made major changes in US policies that affect health and health systems worldwide.
Equitably Applying Artificial Intelligence in the United States Workforce Using Training and Collaboration.
New solutions : a journal of environmental and occupational health policy : NS
Aug 1, 2025
Advances in artificial intelligence (AI) have raised ethical concerns related to fairness, privacy, and trust. While AI may improve elements of the economy, its benefits will be unevenly experienced with more than half of jobs in the United States ex...
Associations of the Hs-CRP/HDL-C ratio with stroke among US adults: Evidence from NHANES 2015-2018.
Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association
Aug 1, 2025
BACKGROUND: The high-sensitivity C-reactive protein (Hs-CRP)-to-high-density lipoprotein cholesterol (HDL-C) ratio, which integrates insights into inflammation and lipid metabolism, serves as a comprehensive indicator. The association between this ra...
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