AI Medical Compendium

Harnessing ChatGPT for SBA question writing: a novel approach to medical student learning.

BMC medical education Jun 2, 2026

The introduction of the Medical Licensing Assessment (MLA) requires UK medical graduates to pass two 100-item single best answer (SBA) question papers. Access to high-quality question banks is often restricted by expensive paywalls, evolving guidelin... read more

Ultrasound elastography in pediatric care: bridging innovation and noninvasive diagnostics.

Italian journal of pediatrics Jun 2, 2026

This review explores the application and limitations of ultrasound elastography (USE) in the pediatric population, addressing its diagnostic value across different organs and suggesting future directions for research and clinical practice. A literatu... read more

Machine learning models of segmentation in acute ischemic stroke: a systematic review and meta-analysis.

Biomedical engineering online Jun 2, 2026

BACKGROUND: Accurate segmentation of acute ischemic stroke (AIS) lesions on neuroimaging is essential for diagnosis, treatment decision-making, and prognostication. Manual methods are limited by time and variability. Machine learning (ML), especially... read more

Dialogues of delivery: a multilingual question-answer dataset for maternal healthcare in East African languages.

BMC research notes Jun 2, 2026

OBJECTIVE: There is a critical scarcity of domain-specific, clinically grounded Natural Language Processing (NLP) resources for African languages. In Western Uganda, linguistic diversity creates a barrier to maternal healthcare, as mothers lack acces... read more

Self-Powered Flexible Hydrogel Sensor with Unbreakable Compressible Tolerance for Multiple Tactile Perception.

Nano letters Jun 2, 2026

With the rapid development of bionic electronics for healthcare and human-machine interaction, developing flexible sensors that combine skin-like softness, operational stability, self-powered capability, and high sensitivity remains a major challenge... read more

Mapping Practice-Based Signals of Generative AI in Psychiatric Care: Qualitative Study of Korean Psychiatrists' Experiences, Interpretations, and Implementation Priorities.

Journal of medical Internet research Jun 2, 2026

BACKGROUND: Generative artificial intelligence (GenAI) has increasingly entered psychiatric practice through patient-facing chatbots, self-help tools, and clinician-facing workflow support. Although prior research has examined clinicians' attitudes, ... read more

Large Language Model Hallucinations in Spine Surgery: A Comparative Analysis of Clinician vs Patient-Level Prompts.

Neurosurgery practice Jun 2, 2026

BACKGROUND AND OBJECTIVES: Large Language Models (LLMs) are increasingly used by healthcare professionals and patients for medical information synthesis. Unfortunately, their tendency to generate fabricated information ("hallucinations") poses a sign... read more

Echo-Based, Artificial Intelligence Algorithm Identifies Future Heart Failure Cases: A Blinded, Retrospective Clinical Trial Report.

JACC. Heart failure Jun 2, 2026

Falls in Assisted Living Facilities: Can Artificial Intelligence Improve Documentation and Reduce Injury?

Journal of gerontological nursing Jun 2, 2026

PURPOSE: To evaluate whether an artificial intelligence (AI)-assisted surveillance device, AUGi, improves documentation of falls and injury rates in assisted living facilities (ALFs). METHOD: The current study represents a secondary analysis of exist... read more

The Deskilling Effect: Is Artificial Intelligence Eroding Clinical Competence?

Annals of internal medicine Jun 2, 2026

Artificial Intelligence Medical Compendium