AI Medical Compendium

Parallel Training in Spiking Neural Networks

arXiv Feb 1, 2026

The bio-inspired integrate-fire-reset mechanism of spiking neurons constitutes the foundation for efficient processing in Spiking Neural Networks (SNNs). Recent progress in large models demands that spiking neurons support highly parallel computation... read more

Neural and Evolutionary Computing

How to mitigate the caveat emptor burden of human and machine users of the Protein Data Bank.

Acta crystallographica. Section D, Structural biology Feb 1, 2026

It is postulated that the PDB should use the CAVEAT record more prominently to warn scientists using its archives of potential risks and errors. read more

Integrative LC-MS/MS, Bioinformatics, and Molecular Dynamics Reveal Multitarget Antioxidant Mechanisms of Bushen Huoxue Decoction in Intervertebral Disc Degeneration.

Biomedical chromatography : BMC Feb 1, 2026

Intervertebral disc degeneration (IVDD) is a major cause of low back pain and disability. Excessive reactive oxygen species (ROS) disrupt disc homeostasis. Bushen Huoxue (BSHX) decoction, a traditional Chinese medicine, shows clinical efficacy in IVD... read more

Highly Accelerated T1ρ Imaging in 3 min: Comparison Between Compressed Sensing and Deep Learning Reconstruction.

NMR in biomedicine Feb 1, 2026

The purpose of this study was to compare between compressed sensing (CS) and deep learning (DL) accelerated T1ρ mapping in knee cartilage, a quantitative imaging technique that provides valuable information for disease diagnosis but requires long sca... read more

Development of a Flexible Parallel Wire Robot for Epicardial Interventions.

The international journal of medical robotics + computer assisted surgery : MRCAS Feb 1, 2026

BACKGROUND: HeartPrinter is a flexible parallel wire robot that adheres to the beating heart with vacuum suction at three bases. An injector head actuated by cables delivers gene therapy injections within the bounds of the bases. To deploy onto the e... read more

A Deep Learning-Based Human-Robot Collaborative Navigation Framework for Vascular Interventional Surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Feb 1, 2026

BACKGROUND: Autonomous robotic surgery has demonstrated its potential for the optimal outcomes. However, vascular interventional surgery (VIS) with flexible catheters and soft tissue raises challenges to autonomous execution of preplanned tasks due t... read more

Predicting Depression Risk Among Chinese College Students From Childhood Adversity and Recent Stress Exposure Using Interpretable Machine Learning.

Stress and health : journal of the International Society for the Investigation of Stress Feb 1, 2026

Previous research has shown that both early-life stressors (e.g., adverse childhood experiences) and recent stress exposure (e.g., recent life events) may contribute to the onset of depressive symptoms. However, their combined predictive effect on de... read more

The Educator-in-the-Loop: Intentional Integration of Generative Artificial Intelligence in Health Professions Education.

The clinical teacher Feb 1, 2026

An Explainable Machine Learning Model for Predicting Short-Term Haemodynamic Changes Post-TIPS With Prognostic Implications.

Liver international : official journal of the International Association for the Study of the Liver Feb 1, 2026

BACKGROUND AND AIMS: While remeasuring portacaval pressure gradient (PPG) after transjugular intrahepatic portosystemic shunt (TIPS), it provides superior prognostic information, and its clinical utility is limited by invasiveness. We aimed to develo... read more

Letter to the Editor: Machine Learning Models for Screening Steatosis in MASLD: An International Validation Study.