AI Medical Compendium

Scalable Agile Framework for Execution in AI for Medical AI Ethics Policy Design in Small- and Medium-Sized Enterprises.

Journal of medical Internet research Feb 25, 2026

Artificial intelligence (AI) is transforming patient care, but it also raises ethical questions, such as bias and transparency. While a range of well-established frameworks exist to guide responsible AI practice, most were designed for academic or re... read more

Assessment of the Modified Rankin Scale in Electronic Health Records With a Fine-Tuned Large Language Model: Development and Internal Validation.

JMIR AI Feb 25, 2026

BACKGROUND: The modified Rankin scale (mRS) is an important metric in stroke research, often used as a primary outcome in clinical trials and observational studies. The mRS can be assessed retrospectively from electronic health records (EHRs), but th... read more

Analysis of federated learning on non-independent and identically distributed sleep data.

Physiological measurement Feb 25, 2026

We investigate the application of Federated Learning (FL) across heterogeneous, non-independent and identically distributed (non-IID) sleep data. We evaluate three algorithms-Federated Stochastic Gradient Descent (FedSGD), Federated Averaging (FedAvg... read more

Endometriosis pain index: development of a model to predict poor pain-related quality of life after endometriosis surgery through machine learning analysis of registry data.

Pain Feb 25, 2026

Predictive tools are lacking for pain-related outcomes after endometriosis surgery. The objective of this study was to develop and validate a machine learning-based clinical model to predict poor pain-related quality of life after endometriosis surge... read more

Peakspan: Defining, Quantifying and Extending the Boundaries of Peak Productive Lifespan.

Aging and disease Feb 25, 2026

The unprecedented extension of the human lifespan necessitates a parallel evolution in how we quantify the quality of aging and its socioeconomic impact. Traditional metrics focusing on Healthspan (years free of disease) overlook the gradual erosion ... read more

Radiography educator's perspective on advanced practice: A qualitative focus group study.

Radiography (London, England : 1995) Feb 25, 2026

INTRODUCTION: In recent years, the evolving discourse surrounding Advanced Practice (AP) in radiography has highlighted potential need for a more harmonized educational approach across Europe. However, variations in healthcare systems, policies and c... read more

Applied immunoinformatics in modern vaccine design: a comprehensive review of available computational tools.

Vaccine Feb 25, 2026

The rapid evolution of computational biology has transformed vaccine design from a largely empirical process into a rational, data-driven discipline. At the center of this transformation lies immunoinformatics, which integrates immunology, molecular ... read more

Feasibility of predicting vertical cephalometric angles from panoramic radiographs using deep learning.

International orthodontics Feb 25, 2026

INTRODUCTION: Early identification of vertical skeletal discrepancies is essential for orthodontic diagnosis and treatment planning. Since panoramic radiographs (OPGs) are more routinely obtained than lateral cephalometric radiographs (LCR), this stu... read more

A coupling network for brain computing: E-I balanced embedding in dual-attractor dynamics systems.

Brain research bulletin Feb 25, 2026

As an important neural network model, the continuous attractor neural network (CANN) demonstrates unique advantages in simulating and explaining the representation and storage mechanisms of continuous variables (such as position, direction, etc.) in ... read more

Graph neural networks for molecular dynamics simulations.

Current opinion in structural biology Feb 25, 2026

Graph neural networks (GNNs) are emerging as powerful tools for advancing molecular dynamics (MD) simulations, providing data-driven frameworks to complement traditional physics-based approaches. By representing atoms and their interactions as graphs... read more

Artificial Intelligence Medical Compendium