Public Health & Policy

Clinical Trials

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

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Web-Based Personalized Machine Learning Recommendations to Enhance Shared Decision-Making in Prostate-Specific Antigen Screening: Randomized Controlled Trial.

BACKGROUND: Prostate‑specific antigen (PSA) screening involves complex trade‑offs between early detection and the risks of overdiagnosis. For older adults (aged ≥50 years), shared decision‑making (SDM) is often hindered by limited health literacy, sensory or cognitive impairments, and multimorbidity, which complicate risk comprehension. Traditional decision aids provide foundational knowledge but ...

Apr 13 2026 41973864

An Explainable Artificial Intelligence Tool (FibroX) for Detecting Advanced Liver Fibrosis in Type 2 Diabetes: Protocol for a Pilot Crossover Trial.

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease is highly prevalent in adults with type 2 diabetes, and advanced fibrosis is its strongest prognostic marker. However, existing noninvasive tools may underperform in diabetes care and are inconsistently used in practice. OBJECTIVE: To evaluate the feasibility, usability, and preliminary diagnostic effectiveness of FibroX, an expl...

Apr 13 2026 41974444
An exploratory study of headache pain intensity using facial expressions and APEX frames.

In this cross-sectional observational study, we developed a computer vision-based machine-learning model to estimate headache pain intensity from faci...

Apr 13 2026 41974887
Rethinking the Design of Adolescent Crisis Stabilization Units: A Mixed-Methods Study Using Physical Mock-Up Simulations and Artificial Intelligence.

Limited research has examined safety features in nonhospital settings for adolescents experiencing behavioral health crises, including the crisis stab...

Apr 13 2026 41961101
Personalized neoantigen cancer vaccines: Why clinical benefit remains inconsistent.

Personalized cancer vaccines have re-emerged as a promising strategy in precision immunotherapy, driven by advances in tumor sequencing, neoantigen id...

Apr 12 2026 41974392
Incremental value of deep learning denoising in low-dose coronary CT angiography in predominantly obese patients.

OBJECTIVE: To determine the added value of post-hoc convolutional neural network (CNN)-based denoising for low-radiation coronary CT angiography (CCTA...

Apr 12 2026 42001841
The power, potential of real-world data in randomized controlled trials: proceedings from a multistakeholder think tank.

Randomized controlled trials (RCTs) remain the gold standard for evaluating medical interventions, but they often face challenges related to patient r...

Apr 11 2026 41963997
Genomic Determinants of Response to Alpelisib Plus Fulvestrant in the SOLAR-1 Trial.

BACKGROUND: Approximately 40% of patients with hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-), advanced br...

Apr 10 2026 41967638
Feasibility Randomized Controlled Trial of Real-Time fMRI Neurofeedback for Reading Rehabilitation in Aphasia.

BACKGROUND: Reading impairments are common in stroke-induced aphasia and limit participation in functional and leisure activities. Traditional rehabil...

Apr 10 2026 41958417
Use of AI as a Research Recruitment Tool: Ethical Elements, Considerations, and Recommendations.

Recruitment is often the most time-consuming and expensive step of clinical trials. As such, it is the most common stage for AI implementation, due to...

Apr 10 2026 41960857
Code-Based Versus AutoML Methods for Pill Recognition in Clinical Settings: Comparative Performance Study.

BACKGROUND: Visual identification and verification of medications during dispensing and administration are prone to human error, particularly in high-...

Apr 10 2026 41961529
Applying machine learning and natural language processing to patient safety event reports: Identifying patterns of cardiovascular diagnostic errors.

OBJECTIVE: To explore the utility of natural language processing (NLP) and machine learning (ML) techniques to identify unsafe conditions leading to c...

Apr 10 2026 41961785
Multimodal large language models for food safety detection within deep learning frameworks: a review.

As the food industry continues to evolves and global trade expands, food safety challenges have become increasingly diverse, concealed, and frequent. ...

Apr 9 2026 41974072
Identifying treatment response classes to transcranial direct current stimulation (tDCS) from daily ecological momentary assessment (EMA) patterns in patients with depression.

IMPORTANCE: Transcranial direct current stimulation (tDCS) is known to be promising for depression, but heterogeneity across studies highlights the ne...

Apr 9 2026 41967000
OncoEducate: A Pilot Study of Generative AI to Enhance Patient-Clinician Communication in Genitourinary Cancer Care.

OncoEducate is a clinician-supervised generative artificial intelligence (AI) application designed to deliver standardized, regimen-level, plain-langu...

Apr 9 2026 41967073
An Emerging Role of Artificial Intelligence in Pediatric Neuroanesthesia.

Anesthesia for pediatric neurosurgery represents a highly complex and challenging field, characterized by age-dependent physiological variability, het...

Apr 9 2026 41952534
A new peer reviewer? Comparing AI with human performance in randomized controlled trial risk-of-bias assessment.

BACKGROUND: Risk-of-bias (RoB) assessment is essential for evidence synthesis but remains time-consuming and inherently subjective. Artificial intelli...

Apr 9 2026 41953984
Empathic AI for Patient-Centered Cancer Care: A Scoping Review of Patient Navigation, Support, and Clinical Practice.

BACKGROUND: Artificial intelligence (AI) is rapidly reshaping oncology, offering advancements in clinical care and patient support. A growing area of ...

Apr 9 2026 41955525
Artificial Intelligence in Personalized Breast Cancer Drug Safety: From Preclinical Toxicology to Clinical Risk Management.

PURPOSE: The artificial intelligence (AI) implementation in personalized medicine has transformed drug safety, especially in breast cancer treatment. ...

Apr 8 2026 41956883
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