AI Medical Compendium

Mechanism of astaxanthin improving exercise-induced muscle damage: an integrated approach using network pharmacology, molecular dynamics simulation, and experimental validation.

Food science and biotechnology Jan 14, 2026

UNLABELLED: This research evaluated the potential mechanisms of ASX on EIMD. The network pharmacology, machine learning, and transcription sequencing were applied to explore the targets of ASX improving EIMD, which were then validated by molecular dy... read more

Neural Decoding of Ultrasound-Modulated Pain States via Deep Learning: Insights from Functional Magnetic Resonance Imaging Data.

Cancer biotherapy & radiopharmaceuticals Jan 14, 2026

Focused ultrasound (FUS) is a noninvasive neuromodulation technique capable of modulating deep-brain circuits with millimeter precision. When combined with functional magnetic resonance imaging (fMRI), it enables causal decoding of brain-state dynami... read more

Sex and Stress Govern the Function and Innervation of a Basolateral Amygdala to Nucleus Accumbens Corticotropin-Releasing Hormone/GABA-Expressing Projection.

The Journal of neuroscience : the official journal of the Society for Neuroscience Jan 14, 2026

Motivated behaviors are executed by refined brain circuits. Early-life adversity (ELA) is a risk for human affective disorders involving dysregulated reward behaviors. In mice, ELA causes anhedonia-like behaviors in males and augmented reward motivat... read more

GATE 10 Monte Carlo particle transport simulation: II. Architecture and innovations.

Physics in medicine and biology Jan 14, 2026

Over the past years, we have developed GATE version 10, a major re-implementation of the long-standing Geant4-based Monte Carlo application for particle and radiation transport simulation in medical physics. This release introduces many new features ... read more

Software Monte Carlo Method

TCR representation learning with protein language models: a comprehensive review.

International immunology Jan 14, 2026

The T-cell receptor (TCR) repertoire is a valuable source of information that reflects an individual's immune status and infection history. However, due to the exceptional diversity and complexity of the TCR repertoire, predicting its functional prop... read more

The interlocking process in molecular machines explained by a combined approach: the nudged elastic band method and machine learning potential.

Chemical science Jan 13, 2026

Engineering molecular machines requires a precise knowledge of the mechanisms involved in programmed motions. Among artificial molecular machines, rotaxanes have emerged as a prominent model due to their ability to perform diverse and controlled moti... read more

A comparative scoping review approach: identifying the intersection of carbon, biodiversity, and water offsetting.

MethodsX Jan 13, 2026

Environmental and climate policies, as well as the knowledge underpinning them, are often developed in isolation. This is evident in offsetting research and policy, which tend to address carbon, biodiversity, and water as separate issues. This paper ... read more

A dataset of acoustics emissions recordings of woodboring insects in wood and cultural objects, context images and remarks.

Data in brief Jan 13, 2026

This dataset presents acoustic emission (AE) recordings collected from woodboring insect-infested and non-infested wood samples and cultural heritage objects. Data acquisition was conducted across four institutions: Haute École Arc (HE-Arc), Switzerl... read more

PMNO: A novel physics guided multi-step neural operator predictor for partial differential equations.

Neural networks : the official journal of the International Neural Network Society Jan 13, 2026

Neural operators, which aim to approximate mappings between infinite-dimensional function spaces, have been widely applied in the simulation and prediction of physical systems. However, the limited representational capacity of network architectures, ... read more

Non-contact identification of opportunistic pathogens in mixed biofilm contaminations by hyperspectral imaging.

Analytica chimica acta Jan 13, 2026

BACKGROUND: Biofilms are present on almost all surfaces in households, healthcare and medical equipment, foods, industrial and water supply systems, and often contain opportunistic pathogens that represent one of the key public health hazards. The hi... read more

Artificial Intelligence Medical Compendium