AI Medical Compendium

Multimodal-based crystal graph convolution neural networks for predicting soil toxicity to earthworms.

Environmental research Jan 21, 2026

Modeling approaches have been developed to quantitatively assess chemical toxicity in soil. However, an integrated modeling framework that incorporates molecular-level features, exposure conditions in soil, and the intrinsic properties of both organi... read more

Artificial intelligence in animal anatomy: Exploring the technologies, applications, benefits, and challenges.

Annals of anatomy = Anatomischer Anzeiger : official organ of the Anatomische Gesellschaft Jan 21, 2026

BACKGROUND: Animal anatomy is revolutionised by use of digital techniques where it is implicated in research, education, and diagnostics. Modern computational tools assist in analysis and mimic human logic and reasoning to solve a problem. Digital te... read more

Clinical evaluation and bone loss prediction of titanium-zirconium implants: A retrospective study of 1-5-year follow-up.

Journal of dentistry Jan 21, 2026

OBJECTIVES: To evaluate the clinical and radiographic outcomes of titanium-zirconium implants, identify risk factors and develop predictive models for bone loss progression. METHODS: Patients with titanium-zirconium implants were screened for inclusi... read more

A neural pattern for fear of neck movement: Development and response to targeted treatment.

The journal of pain Jan 21, 2026

Fear of movement is a main driver of disability and a key treatment target in chronic pain, though its neurobiological bases remain poorly understood. Here, we combine functional MRI with machine learning to identify and evaluate a brain pattern of f... read more

A Framework for Healthcare from the Eye: Oculomics as a Powerful Window to Systemic Health.

Ophthalmology Jan 21, 2026

PURPOSE: To present a comprehensive framework for integrating oculomics to assess ocular and systemic health into coordinated health care delivery models. DESIGN: Conceptual framework based on current scientific evidence, existing clinical implementa... read more

Empowering the pharmaceutical workforce for the digital future.

European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences Jan 21, 2026

The pharmaceutical industry is undergoing a rapid digital transformation. These changes are reshaping drug substance and drug product development and manufacturing, creating both opportunities and challenges that span pharmaceutical sciences, data sc... read more

Deep learning architectures for modeling and forecasting stroke cases in Ghana.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Jan 21, 2026

INTRODUCTION: Stroke remains a leading cause of global morbidity and mortality, ranking second in deaths and third in disability-adjusted life years (DALYs). Its burden is particularly severe in low- and middle-income countries such as Ghana, where s... read more

Spatial and spatiotemporal pattern of stroke relative risk in Ghana using Bayesian modelling approach.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Jan 21, 2026

INTRODUCTION: Stroke ranks as the second-leading cause of death and third in combined death and disability globally. In Ghana, there is a significant incidence of stroke, yet systematic reviews highlight a lack of comprehensive data on stroke in Sub-... read more

Smart evaluation of tea quality: machine learning-assisted SERS for white tea vintage authentication and grade classification.

Food chemistry Jan 21, 2026

Traditional sensory evaluation methods for tea-relying on empirical experience, visual colorimetry, and subjective taste perception-suffer from irreproducible inter-rater variability and inability to quantify bioactive markers, thus failing to establ... read more

Prospective evaluation of artificial intelligence (AI) in lumbar spine magnetic resonance imaging (MRI) workflow: from deep learning (DL)-enhanced accelerated acquisition to simultaneous vision-language model (VLM)-based automated report generation.

European journal of radiology Jan 21, 2026

OBJECTIVES: To evaluate the diagnostic interchangeability of DL-enhanced accelerated lumbar (L)-spine magnetic resonance imaging (MRI) with conventional imaging and to assess the diagnostic agreement and feasibility of vision-language-model (VLM)-bas... read more

Artificial Intelligence Medical Compendium