AI Medical Compendium

Estimating band importance for environmental sound recognition using deep learninga).

The Journal of the Acoustical Society of America May 1, 2026

Environmental sound recognition (ESR) enables listeners to interpret complex acoustic environments, yet the frequency regions that support recognition are poorly understood. This study used deep learning to model ESR in competing speech and estimate ... read more

Beyond the cell membrane: subcellular organelle-targeted nanomedicines.

Chemical communications (Cambridge, England) May 1, 2026

Emerging from liposomes, nanomedicines have been rapidly developed into powerful tools for the diagnosis, therapy, and prevention of diseases. After bypassing from physiological barriers, most nanoparticles are interrupted on the way to subcellular o... read more

The Influencing Factors of Medical Postgraduates' Usage Intention Toward Artificial Intelligence-Generated Content Tools in Academic Research: Qualitative Analysis.

Journal of medical Internet research May 1, 2026

BACKGROUND: The integration of artificial intelligence-generated content (AIGC) tools into academic research offers transformative potential for enhancing productivity and innovation. However, within the highly regulated and ethically sensitive medic... read more

Carbon dots in laboratory medicine: synthesis, properties, and applications.

Nanoscale May 1, 2026

Carbon dots (CDs), zero-dimensional carbon-based nanomaterials, have significantly advanced laboratory medicine due to their high photoluminescence quantum yield, excellent biocompatibility, and versatile surface functionalization. This review system... read more

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

Artificial Intelligence Medical Compendium