AI Medical Compendium

Foundation models for electrocardiogram interpretation: clinical implications.

European heart journal Jan 22, 2026

BACKGROUND AND AIMS: The 12-lead electrocardiogram (ECG) remains a cornerstone of cardiac diagnostics, yet existing artificial intelligence (AI) solutions for automated interpretation often lack generalizability, remain closed source, and are primari... read more

Vaping Goes Viral: The Role of Commercial E-Cigarette Tweets in Youth E-Cigarette Use Susceptibility.

Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco Jan 22, 2026

INTRODUCTION: Social media (SM) are major marketing platforms for e-cigarette product promotion, particularly among youth. While prior studies have established associations between self-reported SM e-cigarette marketing exposure and youth e-cigarette... read more

Multimodal AI for automated resuscitation debriefing: Feasibility of timeline reconstruction using commercially available tools.

Medical teacher Jan 22, 2026

WHAT WAS THE EDUCATIONAL CHALLENGE?: Resuscitation debriefing requires accurate timeline reconstruction for effective team learning. Standard documentation captures medications and interventions but lacks granular communication patterns, team dynamic... read more

High-Performance Hydrogel Skins for Bioinspired Robotic Fish in Extreme Ocean Environments.

ACS applied materials & interfaces Jan 22, 2026

The ocean's extreme environments demand robust materials for next-generation exploration tools. Here, we report a multifunctional poly(vinyl alcohol) hydrogel (PVA-H) fabricated via universal solvent-induced crystallization for bioinspired robotic fi... read more

Effective lung nodule segmentation and classification by employing a SPPUNet model and global context attention-based InceptionV3.

Informatics for health & social care Jan 22, 2026

Lung nodules (LNs) detection using computer tomography (CT) images is essential to reduce the mortality of lung cancer (LC). The complex three-dimensional structure of lung CT data and the variation in the forms and appearances of LNs make the accura... read more

Machine learning-based meat freshness evaluation: principle, pipeline and application.

Critical reviews in food science and nutrition Jan 22, 2026

Ensuring the freshness of meat is crucial for food safety and consumer trust. Traditional methods for evaluating meat freshness, such as sensory analysis and chemical assays, are time-consuming, labor-intensive, and destructive. Machine learning (ML)... read more

Cardiac MR Fingerprinting at 0.55T Using a Deep Image Prior for Joint T1, T2, and M0 Mapping.

Journal of magnetic resonance imaging : JMRI Jan 22, 2026

BACKGROUND: 0.55T systems offer unique advantages and may support expanded access to cardiac MRI. PURPOSE: To assess the feasibility of 0.55T cardiac MR Fingerprinting (MRF), leveraging a deep image prior reconstruction to mitigate noise. STUDY TYPE:... read more

High-Resolution Diffusion-Weighted Imaging With Self-Gated Self-Supervised Unrolled Reconstruction.

Magnetic resonance in medicine Jan 22, 2026

PURPOSE: High-resolution diffusion-weighted imaging (DWI) is clinically demanding. The purpose of this work is to develop an efficient self-supervised algorithm unrolling technique for submillimeter-resolution DWI. METHODS: We developed submillimeter... read more

Climate-Smart Slurry Management for Sustainable Crop Production in a Warming Future.

Environmental science & technology Jan 22, 2026

The annual nitrogen (N) production from livestock manure is comparable to that of synthetic N fertilizers used globally in croplands. Despite its recognized value for crop nutrition, current inefficient manure application contributes ∼10% to global a... read more

Lung scintigraphy for the diagnosis of acute pulmonary embolism.

The quarterly journal of nuclear medicine and molecular imaging : official publication of the Italian Association of Nuclear Medicine (AIMN) [and] the International Association of Radiopharmacology (IAR), [and] Section of the Society of... Jan 22, 2026

Pulmonary embolism (PE) remains a major diagnostic challenge due to its potentially life-threatening nature and the clinical burden associated with anticoagulation therapy. While computed tomography pulmonary angiography (CTPA) has become the dominan... read more

Artificial Intelligence Medical Compendium