US Health Policy

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

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Predicting Postoperative Discharge Status and Readmissions in Spinal Metastatic Disease Using Machine Learning Models.

Operative management of spinal metastatic disease is largely for symptom palliation rather than curative and revolves around the expectation that postoperative survival will exceed recovery time. While several scoring systems and models to predict survival exist, few studies have unified diverse predictors into integrated models to predict short-term postoperative outcomes as indicators of recover...

Dec 31 2025 41475419

Wicked Modes in UX: Pedagogical Considerations for Data Détournement.

User experience (UX) as both a vocation and a skillset is currently in the center of a wicked knot: emerging technologies such as generative artificial intelligence (GenAI) and large language models (LLMs) are (for the moment) widely accessible in unprecedented ways and are already heavily integrated into modern workplace practices and educational spaces. Further, workplace demands have led to a c...

Dec 25 2025 41497285
Supragingival Biomarker flora of Children With and Without Cariogenic Disease and Black Stains, Aged 3 to 6 Years.

BACKGROUND: The oral microbiome plays a pivotal role in the occurrence and progression of dental caries and black stain (BS) pigment. OBJECTIVES: The ...

Dec 18 2025 41418677
A Learning Accelerator Framework: Scalable Clinical Artificial Intelligence Development and Delivery.

OBJECTIVES: To introduce a vertically integrated model between a health care service provider and technology developer as a learning accelerator to ad...

Dec 13 2025 41391717
Sex-specific cardiovascular risk prediction using AI-derived epicardial adipose tissue measurements on CT calcium scoring exams.

BACKGROUND: The Agatston CAC score from CT-calcium scoring (CTCS) is a standard guideline recommended measure for cardiovascular risk assessment that ...

Dec 8 2025 41509672
Data Fit for Health Equity: Learning Health Systems, AI, and the STANDING Together Recommendations.

INTRODUCTION: Artificial Intelligence (AI) tools may deliver significant improvements in healthcare and Learning Health Systems are well positioned to...

Dec 5 2025 41694236
University students' learning intention towards generative art in higher education: A SEM-ANN study of human-AI co-creation factors.

The pervasive implementation of generative AI technology in art and design has made exploring students' learning intentions towards generative art a p...

Dec 3 2025 41344178
Artificial Intelligence and Understanding in Medicine.

The paper explores the impact of artificial intelligence (AI) in medicine through a three-dimensional model of medical understanding, which encompasse...

Nov 28 2025 41311303
Machine Learning Algorithms for Predicting Injurious Fall Risk Among Older Adults With Depression: A Prognostic Modeling Study.

BACKGROUND: Falls and related injuries (FRI) pose a large burden among older adults with depression. Proactively identifying individuals at high FRI r...

Nov 27 2025 41310296
Bridging the Hearing Divide: Policy Solutions for Aging Americans.

Hearing loss affects approximately two thirds of adults in the United States aged 70 years or older and frequently remains untreated despite its well-...

Nov 20 2025 41264901
Deep learning-driven false-lumen volumes predict adverse remodeling better than diameter in patients with residual aortic dissection on CT.

OBJECTIVES: 1. To develop a deep-learning segmentation model for automated measurement of maximal aortic diameter (Dmax) and volumes of aortic dissect...

Nov 7 2025 41201600
AI-Assisted Capsule Endoscopy for Detection of Ulcers and Erosions in Crohn's Disease: A Multicenter Validation Study.

BACKGROUND & AIMS: Small bowel capsule endoscopy (SBCE) is limited by lengthy, variable interpretation. Artificial intelligence (AI) offers a transfor...

Nov 5 2025 41076040
Genetic Determinants and Breeding Strategies for Rice Cooking and Eating Quality: A Comprehensive Review.

Rice cooking and eating quality (CEQ), a core agronomic trait tied to consumer preference and market value, is regulated by endosperm starch, protein,...

Nov 4 2025 41186968
AI-Quantified ¹¹C-MET PET/CT bone marrow metabolic activity for prognostic assessment in newly diagnosed multiple myeloma.

PURPOSE: To develop and validate an AI method for automated quantification of whole-skeleton bone marrow (BM) metabolic activity using Carbon 11 (11C)...

Oct 30 2025 41165818
Multi-omics and machine learning framework reveals ABCG2 as a therapeutic target of Eleven Flavored Shenqi Tablets in clear cell renal cell carcinoma.

ETHNOPHARMACOLOGICAL RELEVANCE: Eleven Flavored Shenqi Tablets (EFST) is a classical multi-herbal prescription in traditional Chinese medicine, tradit...

Oct 22 2025 41135615
Regulating AI in Nursing and Healthcare: Ensuring Safety, Equity, and Accessibility in the Era of Federal Innovation Policy.

The rapid integration of artificial intelligence in healthcare, accelerated by the Trump administration's 2025 AI Action Plan and private sector innov...

Oct 1 2025 41032683
Offline-to-online reinforcement learning with efficient unconstrained fine-tuning.

Offline reinforcement learning provides the capability to learn a policy only from pre-collected datasets, but its performance is often limited by the...

Sep 17 2025 40997400
Empowering Patient Autonomy: The Role of Large Language Models (LLMs) in Scaffolding Informed Consent in Medical Practice.

The principle of (respect for) patient autonomy has traditionally emphasized independence in medical decision-making, reflecting a broader commitment ...

Sep 11 2025 40931965
Cross-level graph contrastive learning for community value prediction.

Community Value Prediction (CVP) is an important emerging task in the field of social commerce, which aims to predict the community values. However, d...

Sep 11 2025 40966931
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