Public Health & Policy

Clinical Trials

Latest AI and machine learning research in clinical trials for healthcare professionals.

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Real-world evidence bridging clinical trials and routine clinical practice to improve patient care.

Real-world evidence (RWE) has emerged as an essential complement to randomized controlled trial data, providing insights into the effectiveness, safety, and tolerability of healthcare interventions in routine practice. The increasing digitalization of healthcare systems has enabled the generation of vast amounts of real-world data (RWD) from electronic medical records, claims databases, and digita...

May 12 2026 42118738

Evaluating AI-Mediated Health Communication via Large Language Model-Based Frequently Asked Questions Rewriting to Foster Clinical Trial Participation: Comparative Survey Study.

BACKGROUND: Effective communication about clinical trials is essential, as low enrollment undermines scientific validity and contributes to health care inequities. However, recruitment remains a persistent challenge, particularly among older adults, minority populations, and individuals with limited health literacy. Although large language models (LLMs) show promise in understanding and generating...

May 12 2026 42119141
Molecular mechanism leading to human coronary atherosclerosis assessed by proteomic analysis and RNA sequences.

BACKGROUND AND AIMS: Atherosclerosis results from cellular and extracellular changes in the arterial wall, preceded by molecular shifts that initiate ...

May 12 2026 42119148
Nonlinear and interactive effects of human capital skills on twin green-digital transition: Evidence from recruitment data and explainable machine learning.

The twin green-digital transition (TGD) is a key pathway for firms to enhance resource efficiency, reduce pollution, and strengthen green competitiven...

May 12 2026 42119515
Machine learning for quantitative LIBS analysis of aluminum alloys: a comparison of random forest, gradient boosting, and extremely randomized trees.

Laser-induced breakdown spectroscopy (LIBS) is a versatile technique for characterizing materials and analyzing elements, but it is limited in its qua...

May 12 2026 42120495
An engineering-informed voting ensemble framework for rapid seismic risk screening of reinforced concrete structures.

Rapid evaluation of existing building stocks is essential for reducing earthquake-related disaster risk, particularly in seismically vulnerable cities...

May 12 2026 42120713
Structural imaging predictors of ketamine response in treatment-resistant depression: a machine learning approach.

Ketamine has demonstrated rapid antidepressant efficacy in treatment-resistant depression (TRD), but clinical decision-making is challenging due to va...

May 12 2026 42120872
Involved nodal versus elective neck radiotherapy (INVERT) for head and neck squamous cell carcinoma: a prospective phase II randomized controlled trial protocol.

BACKGROUND: Definitive chemoradiotherapy for head and neck squamous cell carcinomas (HNSCC) carries significant long-term toxicities, with elective ne...

May 11 2026 42116021
Foundation models in healthcare: a comprehensive review from technical advances to clinical translation.

BACKGROUND: As artificial intelligence (AI) has evolved through a series of discrete leaps, the Foundation model (FM) has demonstrated substantial pot...

May 11 2026 42116198
Prediction of Acute Liver Injury Trajectory in Patients Following Acetaminophen Overdose: A Multibiomarker Machine Learning Proof-of-Concept Study.

Clinical translation of novel therapies can be hindered by heterogeneity-driven sample size inflation in late-stage trials. In acetaminophen-induced l...

May 11 2026 42109121
Artificial Intelligence Centrality in Psychotic Delusions and Violence Risk in Forensic Psychiatry: Observational Study of Judicial Decisions.

BACKGROUND: Artificial intelligence (AI)-themed delusions are increasingly observed in psychotic-spectrum disorders, reflecting the incorporation of c...

May 11 2026 42109215
Glass-box agentic-style workflow for multiclass cine cardiac magnetic resonance imaging classification with a large language model.

PURPOSE: To develop and evaluate a glass-box, agentic-style radiology pipeline that separates perception from reasoning for auditable multiclass diagn...

May 11 2026 42112697
M-protein interference in laboratory diagnostics: a comprehensive narrative review of mechanisms and management strategies.

Monoclonal proteins (M-proteins) serve as critical biomarkers for plasma cell dyscrasias, yet their unique physicochemical properties paradoxically co...

May 11 2026 42112830
Advances in Radiotherapy for Soft Tissue Sarcomas in 2025: A Review.

PURPOSE OF REVIEW: This review aims to synthesize and critically appraise the most impactful advances in radiotherapy (RT) for soft tissue sarcomas (S...

May 11 2026 42113312
An artificial intelligence classifier as a screening tool to rule out otitis media in children.

OBJECTIVE: Acute otitis media is the most common bacterial infection among children and a significant global health burden. Despite its high incidence...

May 9 2026 42114455
Artificial intelligence model predicts malignant transformation of oral leukoplakia and optimizes interventions.

PURPOSE: Oral leukoplakia (OL), the most common oral potentially malignant disorder (OPMD), poses a significant risk for transformation to oral squamo...

May 9 2026 42107221
Clinician engagement shapes the impact of AI-based ECG screening for chronic liver disease in primary care.

Artificial intelligence (AI)-based screening tools show promise for early identification of chronic liver disease (CLD), yet their effectiveness in re...

May 9 2026 42106573
Development of Models for Predicting the 7-Month Risk of Venous Thromboembolism and Clinically Relevant Bleeding in Ambulatory Patients with Cancer: Analysis from the AVERT Trial.

BACKGROUND: Patients with cancer are at elevated risk of venous thromboembolism (VTE). While primary thromboprophylaxis reduces VTE incidence, it also...

May 8 2026 42107707
Beyond the Mean: A Machine Learning-Based Trend Analysis of CGM Metrics for Improved HbA1C Estimation in Type 2 Diabetes.

BACKGROUND: Hemoglobin A1C (HbA1C) is the gold standard for assessing long-term glycemic control in people with diabetes. Increasing use of continuous...

May 8 2026 42100954
Next-generation probiotics: an outlook into current applications and future developments.

The probiotics field, a historically popular yet scientifically debated discipline, is moving beyond a decades-long promotion of 'first-generation' fo...

May 8 2026 42104000
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