AI Medical Compendium

Novel Knotted Solenoid fold with order-shifted coil arrangement leads to nontrivial 31 topology.

Proceedings of the National Academy of Sciences of the United States of America Apr 22, 2026

Herein, we present crystal structures of proteins adopting a fold not identified among known [Formula: see text]-solenoids in current structural databases, a Knotted Solenoid. These proteins exhibit a characteristic solenoidal architecture, closely r... read more

Artificial Intelligence for Atrial Fibrillation Risk Prediction and Screening - the Next Level.

European journal of preventive cardiology Apr 22, 2026

Designing multi-site charge-bifurcation networks in de novo proteins: a kinetic, statistical, and machine-learning approach.

Physical chemistry chemical physics : PCCP Apr 22, 2026

Electron bifurcation reactions separate electron pairs into high and low potential pools, and these reactions are central to the bioenergetics of living systems. Here, we used kinetic analysis and machine learning to analyze a diverse set of structur... read more

Good Practice for Conference Abstracts and Presentations (GPCAP) recommendations: 2026 update.

Current medical research and opinion Apr 22, 2026

INTRODUCTION: The first iteration of Good Practice for Conference Abstracts and Presentations (GPCAP), published in 2019, set the baseline for general recommendations and expectations for scientific conference abstracts and presentations. While indiv... read more

Accurate Modeling of Interfacial Thermal Transport in van der Waals Heterostructures via Hybrid Machine Learning and Registry-Dependent Potentials.

Journal of chemical theory and computation Apr 22, 2026

Two-dimensional transition metal dichalcogenides (TMDs) exhibit remarkable thermal anisotropy due to their strong intralayer covalent bonding and weak interlayer van der Waals (vdW) interactions. Accurately modeling their thermal transport properties... read more

Laboratory Medicine Approaches for Assessing Delayed Graft Function in Renal Transplant.

The journal of applied laboratory medicine Apr 22, 2026

BACKGROUND: Delayed graft function (DGF) remains a significant complication in renal transplantation, adversely affecting graft survival, patient quality of life, and healthcare costs. As kidney transplantation rates rise in the United States, there ... read more

Magnetic-Tunnel-Junction-Based Probabilistic Processor for Efficient Embodied Evolution.

Nano letters Apr 22, 2026

In embodied artificial intelligence (AI), evolutionary search enables adaptation in complex and uncertain environments but relies on massive stochastic sampling, which in hardware is typically generated using complementary metal-oxide-semiconductor p... read more

Concurrent Optimization of Device Architecture, Transport Layers, and Active Layer for Organic Photovoltaics by Machine Learning.

The journal of physical chemistry letters Apr 22, 2026

Optimizing organic photovoltaic (OPV) devices requires a holistic understanding of all functional layers, hindered by multiscale, multiphysics interactions difficult to fully model traditionally. While machine learning (ML) excels in active layer dev... read more

Forecasting under-five stunting in Ethiopia using classical and machine learning time series models.

PloS one Apr 22, 2026

BACKGROUND: The prevalence of under-five stunting in Ethiopia remains above 30%, which, according to World Health Organization (WHO), constitutes a major public health concern. Stunting has long-term consequences for child growth, development, and ov... read more

RMETNet: A cross-subject motor imagery EEG signal classification model based on TSLANet and riemannian geometry features.