AI Medical Compendium

Integrative analysis of tumor-educated platelets for stage-specific diagnosis, prognosis, and therapy in ovarian cancer.

Discover oncology May 8, 2026

BACKGROUND: Ovarian cancer (OC) remains one of the most lethal gynecological cancers worldwide. Despite advances in diagnosis, OC is mostly detected at late stages due to undefined symptoms. Therefore, identifying feasible, reliable, non-invasive bio... read more

A Guide to Constructing Indigenous Statistical Spaces for Prevention Science Research.

Prevention science : the official journal of the Society for Prevention Research May 8, 2026

Artificial intelligence (AI)-powered computational methods, such as machine learning and natural language processing, are increasingly applied in deaths of despair research among Indigenous populations. However, their application in Indigenous contex... read more

Learning where to look: scaling parkland grade prediction from surgical videos.

International journal of computer assisted radiology and surgery May 8, 2026

PURPOSE: The Parkland Grading Scale (PGS) is widely used to quantify operative difficulty in cholecystectomy, with higher grades associated with worse post-operative outcomes. However, consistent, scalable PGS assessment is limited by the reliance on... read more

VFLING: Vertical Federated Learning for Multi-Omics Data Integration with Graphs.

Interdisciplinary sciences, computational life sciences May 8, 2026

Modern machine learning models leveraging multi-omics data face significant privacy challenges due to the sensitive nature of patient information. Communication overhead and missing features in each institution can lead to a substantial decline in fe... read more

Multivariate statistical analysis of influencing factors in ecological multifunctional wool dyeing using Spartium junceum flowers bio-colorants and hybrid mordants.

Environmental science and pollution research international May 8, 2026

Dyeing with natural dyes offers an eco-friendly and sustainable alternative to synthetic colorants, aligning with the increasing demand for environmentally responsible textile processing. This study investigates the aesthetic and functional enhanceme... read more

Learning Piezoelectric Tensors through Strain-Conditioned Polarization Clusters.

Nano letters May 8, 2026

Accurate prediction of tensorial properties remains challenging because the target must satisfy coupled symmetry, rotational, and anisotropic constraints beyond conventional scalar regression. Here, we develop a physics-informed cluster graph neural ... read more

In Situ Formation of Mechanical Interlocking Skin and Electronics Interfaces through Dual-Phase Transition of Conductive Materials.

ACS sensors May 8, 2026

The increasing demand for daily health monitoring has accelerated the development of wearable devices. However, conventional wearables, typically based on rigid materials and external fixation methods, suffer from interfacial instability during dynam... read more

From Lumen to Myocardium With Artificial Intelligence: A Clinician's Guide to Comprehensive Cardiac CT.

Cardiology in review May 8, 2026

Coronary artery disease assessment has long focused on stenosis severity, yet luminal narrowing alone fails to capture ischemic burden, plaque vulnerability, or myocardial health. This mismatch drives unnecessary invasive coronary angiography and del... read more

Vertical Aerosol Structure Matters: Improving the AOD-PM2.5 Link for Air Quality and Exposure.

Environmental science & technology May 8, 2026

Relating satellite-derived aerosol optical depth (AOD) to surface PM2.5 is a primary challenge in global air quality assessment, hindered by variable vertical conditions and aerosol physicochemical properties. By conditioning five years of observatio... read more

Governing Patient-Facing AI-Generated Video in Digital Health: A Risk-and-Ethics Matrix for Deployment, Monitoring, and Change Control.

Journal of medical Internet research May 8, 2026

In this Viewpoint, we argue that patient-facing high-fidelity artificial intelligence (AI)-generated video requires governance that is operational, life cycle based, and embedded in existing institutional review pathways rather than limited to predep... read more

Artificial Intelligence Medical Compendium