AI Medical Compendium

A CT radiomics signature enables risk stratification and survival prediction in colorectal liver metastases.

Physics in medicine and biology Mar 2, 2026

Colorectal liver metastases (CRLM) represent a major clinical challenge because outcomes after hepatic resection vary widely between patients. Preoperative risk stratification remains limited, and radiomics may provide non invasive imaging biomarkers... read more

Diagnosing melioidosis and tracking treatment outcomes using breath.

Journal of breath research Mar 2, 2026

Melioidosis is a life-threatening infectious disease caused by Burkholderia pseudomallei (Bp). Rapid diagnosis and appropriate antimicrobial treatment are critical to reduce mortality, yet diagnosis is hindered by diverse clinical manifestations, mim... read more

Enhanced Magnetic Resonance Imaging-Based Knee Cartilage Segmentation Using a Swin-UNet Conditional Generative Adversarial Network: Development and Validation Study.

JMIR medical informatics Mar 2, 2026

BACKGROUND: Accurate segmentation of cartilage from magnetic resonance imaging (MRI) is crucial for the diagnosis and surgical planning of knee osteoarthritis. However, manual segmentation is time-consuming, and conventional computed tomography-based... read more

Artificial Intelligence in Point-of-Care Ultrasound.

Journal of intensive care medicine Mar 2, 2026

Artificial intelligence (AI) is increasingly integrated into point-of-care ultrasound (POCUS) to enhance its utility in critical care settings. This manuscript explores the current state of AI applications in POCUS, focusing on key domains such as im... read more

Epithelial Na+/K+ Imbalance and Impaired Na+/K+-ATPase Activity as Surface Markers of Airway Remodelling in Obstructive Sleep Apnea.

Journal of sleep research Mar 2, 2026

Airway remodelling in obstructive sleep apnea encompasses diverse histopathological and neuromuscular alterations, yet surface-level epithelial changes and ionic characteristics remain insufficiently studied. Using time-of-flight secondary ion mass s... read more

MTCL2 is essential for the bipolar-to-multipolar transition in the dendrite extension of cerebellar granule neurons.

The Journal of neuroscience : the official journal of the Society for Neuroscience Mar 2, 2026

The dynamic regulation of neuronal polarity is essential for the formation of neural networks during brain development. Primary cultures of rodent neurons recapitulate several aspects of this polarity regulation, providing valuable insights into the ... read more

Movie features are hierarchically encoded in the dynamics of functional connectivity.

The Journal of neuroscience : the official journal of the Society for Neuroscience Mar 2, 2026

The perception of the external environment relies on a cascade of neural computations in the visual cortex, where stimulus features are represented hierarchically. These features can be extracted through Convolutional neural networks (CNN) from natur... read more

Potent efficacy of an NA-targeting antibody against a broad spectrum of H5N1 influenza viruses.

Nature communications Mar 2, 2026

For nearly 30 years, Goose/Guangdong-derived highly pathogenic avian influenza H5N1 viruses have posed significant risks to economic stability, food security, and public health. Virus evolution has resulted in various clades, including the panzootic ... read more

Predicting drainage capillary pressure curves in natural porous media by NMR-T2 relaxometry: implications for CO2 storage.

Scientific reports Mar 2, 2026

SuryaBench: Benchmark Dataset for Advancing Machine Learning in Heliophysics and Space Weather Prediction.

Scientific data Mar 2, 2026

This paper introduces a high resolution, machine learning-ready heliophysics dataset derived from NASA's Solar Dynamics Observatory (SDO), specifically designed to advance machine learning (ML) applications in solar physics and space weather forecast... read more

Artificial Intelligence Medical Compendium