iS‐GNN: Interpolation of Crustal Stress Maps Using a Graph Neural Network Model
Abstract Estimating the orientation of the maximum horizontal stress (SHmax) from sparse and unevenly distributed geophysical observations remains a persistent challenge in tectonic and geomechanical stress studies. Classical interpolation methods often neglect the multiscale tectonic–geological heterogeneity of the crust, leading to biased estimates ...
Kwame A. Gyamfi, Michele M. C. Carafa
wiley +1 more source
Graph-based deep learning for drug-drug interaction prediction: a systematic review. [PDF]
Liu X, Yu X, Dai Q.
europepmc +1 more source
Democratizing Hydroclimate Science for Just and Resilient Futures
Abstract Hydroclimatic extremes are intensifying, escalating risks to ecosystems, infrastructure, and vulnerable communities. Rapid technological innovation and scientific discovery offer powerful tools to address these challenges, yet a gap remains between hydroclimate knowledge production and its use in decision‐making.
K. M. Whitney +28 more
wiley +1 more source
Lysine l‐Lactylation: Bridging Metabolism, Chromatin and Disease
Enzymatic regulation of KL‐la. The enzymatic regulation of KL‐la involves two distinct pathways for L‐lactate accumulation: intracellular production through glycolysis‐derived pyruvate conversion by lactate dehydrogenase (LDH) or direct cellular uptake via monocarboxylate transporters (MCTs). These L‐lactate pools fuel two distinct lactylation pathways—
Anoosha Malik +10 more
wiley +1 more source
Leveraging Hamiltonian neural flow for robust single-cell multi-omics integration: application to Alzheimer's disease. [PDF]
Huang Z, Kong W, Wang S.
europepmc +1 more source
ABSTRACT Background & Aims We compared multibipolar radiofrequency ablation (mbpRFA) with open liver resection (OLR) or laparoscopic liver resection (LLR) in patients with HCCs within Milan. Methods This multicenter cohort study included patients treated by mbpRFA, OLR or LLR for HCC within the Milan Criteria, developed on advanced fibrosis in nine ...
Christian Hobeika +25 more
wiley +1 more source
Autonomic Signature-Driven Anesthesia Depth Monitoring with Biomimetic Wearable ECG and Knowledge Graph-Augmented Deep Networks. [PDF]
Bao A, Ding C.
europepmc +1 more source
The genetic architecture of leaf vein density and its importance for photosynthesis in maize
Vein types in maize leaves. Summary Leaf venation density has significantly increased during plant evolution. Higher densities are observed in angiosperms compared with early land plants, and among angiosperms, recently diverged C4 species have the highest values.
José Luis Coyac‐Rodríguez +9 more
wiley +1 more source
A hybrid framework combining adaptive graph learning and global temporal attention for skeleton-based action recognition. [PDF]
JunZhang C, GuanLi Y.
europepmc +1 more source
Hybrid CNN-GCN framework for brain tumor MRI classification: A graph-based approach to smart healthcare diagnostics. [PDF]
Alkasasbeh MS +7 more
europepmc +1 more source

