AI Medical Compendium

AI-Driven prediction of body weight in chicken genotypes with different growth rates.

Tropical animal health and production Feb 20, 2026

Accuracy of machine learning models in predicting recurrent venous thromboembolism: a systematic review and meta-analysis.

Journal of thrombosis and thrombolysis Feb 20, 2026

Interpretable Deep Learning for Single-Molecule Nanopore Fingerprinting Using Physics-Guided Preprocessing.

ACS sensors Feb 20, 2026

Rapid and robust molecular fingerprinting is critical in biomanufacturing, diagnostics, and environmental monitoring. Nanopore sensing provides single-molecule readouts as transient ionic current pulses; however, conventional analyses depend on handc... read more

A REsampling and Visual EvALuation Method to Detect and Map Local Model Violations During Biomolecular Sequence Analysis.

Journal of computational biology : a journal of computational molecular cell biology Feb 20, 2026

A fundamental assumption in phylogenetics and phylogenomics is that a single, global evolutionary model can adequately characterize the substitution processes operating across all sites in a molecular sequence alignment. However, this assumption is f... read more

Anthropometry measurements of farm workers using computer vision-based multiview stereo-image sensing.

Work (Reading, Mass.) Feb 20, 2026

BackgroundPrecise anthropometric data are vital for ergonomic assessment and farm machinery design. Manual methods, although dependable, are labor-intensive and susceptible to error.ObjectiveThis study aimed to develop and validate a computer vision ... read more

Pericoronary Adipose Tissue Imaging: Quantitative Assessment, Artificial Intelligence Integration, and Therapeutic Modulation.

The British journal of radiology Feb 20, 2026

Pericoronary adipose tissue (PCAT) is increasingly recognised as a biosensor of vascular inflammation. The guideline-driven widespread adoption of coronary computed tomography angiography (CCTA) as the first-line investigation for coronary artery dis... read more

Leveraging Precision Medicine Analytics to Optimize Inflammation Reduction and Enhance Physical Function in Older Adults.

The journals of gerontology. Series A, Biological sciences and medical sciences Feb 20, 2026

BACKGROUND: Chronic inflammation in older adults is a key contributor to functional decline and mortality. Although anti-inflammatory medications have shown limited success in improving physical function, emerging targeted approaches offer new promis... read more

Constructing Diabatic Potential Energy Matrices with Quantum Dynamic Accuracy: A Neural Network Based Δ-Machine Learning Approach.

Journal of chemical theory and computation Feb 20, 2026

A neural network (NN) based Δ-machine learning (Δ-ML) approach, which is based on inexpensive low-level energy data and a small number of high-level energies, for constructing the global diabatic potential energy matrices (PEMs) of the coupled states... read more

BehaveAI enables rapid detection and classification of objects and behavior from motion.

PLoS biology Feb 20, 2026

Here we introduce BehaveAI, a biologically inspired video analysis framework that integrates static and motion information through a novel color-from-motion encoding strategy. This method translates object movement-direction, speed, and acceleration-... read more

Prediction of COVID-19 hospitalisation, ICU admission or death following ChAdOx1 vaccination using artificial intelligence: A clinical predictive model from the English RAVEN study.

PloS one Feb 20, 2026

OBJECTIVES: This study identifies predictors of severe COVID-19 following completion of two-dose primary series of the AZD1222 COVID-19 vaccine, employing eXtreme Gradient Boosting (XGBoost) and Shapely additive explanations (SHAP), as an explainable... read more

Artificial Intelligence Medical Compendium