AI Medical Compendium

The melting properties of choline chloride in the representation of deep eutectic system phase diagrams.

Physical chemistry chemical physics : PCCP May 1, 2026

Choline chloride (ChCl) is the cornerstone of deep eutectic solvents (DES), yet its melting properties remain an important source of uncertainty in the thermodynamic description of eutectic systems. Since ChCl decomposes before melting, reported valu... read more

GMFCC-UMA: A Fragment-Based Machine Learning Framework for Scalable Ab Initio-Quality Protein Energies.

Journal of chemical theory and computation May 1, 2026

Fragmentation-based quantum chemistry offers a practical route to achieving ab initio quality energetics for proteins, but its applicability is often constrained by the high computational cost of fragment-level quantum mechanical (QM) calculations. H... read more

Imaging of Small Cell Lung Cancer: An Updated Overview of Current and Emerging Applications.

Radiology. Imaging cancer May 1, 2026

Small cell lung cancer (SCLC) is an aggressive pulmonary neuroendocrine carcinoma characterized by rapid progression and early metastasis. Despite recent therapeutic advances, including immune checkpoint inhibitors and emerging targeted agents, survi... read more

Liposome Particle Size Prediction by In-Line Process Analytical Technology (PAT)-Integrated Machine Learning.

Small methods May 1, 2026

Precise control of liposome size is critical for drug delivery. We developed an in-line PAT-integrated machine learning model that predicts particle size with high accuracy (root mean square error 7.18 nm) using limited experimental data. By integrat... read more

AlveolEye: Rapid and precise lung morphometry guided by computer vision.

American journal of physiology. Lung cellular and molecular physiology May 1, 2026

Rigorous and reproducible evaluation of lung tissue under different conditions is necessary to interpret development, injury, and pharmacologic interventions. Common histological measurements in the distal lung include mean linear intercept (MLI) as ... read more

Data-driven outcome prediction and rational resource allocation in severe traumatic brain injury: a multicenter retrospective study integrating survival analysis and machine learning ensembles.

Acta neurologica Belgica May 1, 2026

INTRODUCTION: Severe traumatic brain injury (sTBI), is a leading cause of death and disability among young and middle-aged populations worldwide. OBJECTIVE: sTBI is associated with high mortality and disability rates, and reliable risk estimation wit... read more

Template-Based Label Propagation for Mouse Brain MRI Skull Stripping.

Neuroinformatics May 1, 2026

Accurate skull stripping is an essential preprocessing step in mouse brain magnetic resonance imaging, particularly for reliable atlas registration and large scale population studies. Existing approaches are often labor intensive, sensitive to inter ... read more

Diagnostic Classification of Autism Spectrum Disorder in the Frequency Domain Using Resting-State fMRI.

Neuroinformatics May 1, 2026

Autism spectrum disorder (ASD) is a neurodevelopmental disorder with problems in social interactions, verbal and non-verbal communication, repetitive behaviors, and limited interests in a person. Considering the challenges in diagnosing ASD based on ... read more

Machine learning for predicting chaotic systems.

Chaos (Woodbury, N.Y.) May 1, 2026

Predicting chaotic dynamical systems is critical in many scientific fields, such as weather forecasting, but challenging due to the characteristic sensitive dependence on initial conditions. Traditional modeling approaches require extensive domain kn... read more

A spatiotemporal cell theory for cooperative pattern formation in reinforcement learning-driven evolutionary games.