MAPA transforms complex multi‐omics data into biologically coherent functional modules by integrating pathway information with molecular interaction networks. Retrieval‐augmented large language models then generate structured, literature‐informed interpretations.
Yifei Ge +13 more
wiley +1 more source
A multi-scale transformer-enhanced YOLO framework for unified road damage detection and boundary-aware segmentation. [PDF]
Kulambayev B, Olzhayev O, Suliman A.
europepmc +1 more source
Spatial Au+ Mapping Reveals a Self‐Amplifying Anti‐Tumor Immunity Loop Driven by Au(I) Complexes
The first report of spatial Au+ mapping of a representative gold complex (Au9). Macrophages, DCs, and tumor cells ranked as the top three in Au+ enrichment after Au9 treatment. Interestingly, Au9 treatment could induce ferroptosis and suppress cellular cholesterol, further eliciting a self‐amplifying anti‐tumor immunity loop.
Zhongren Xu +5 more
wiley +1 more source
Instability detection and overload controlling system: a case of public transportation. [PDF]
Kahsay BG, Nallamothu RB.
europepmc +1 more source
Context-Guided Hard-Negative Background Suppression for Crack Segmentation on Complex-Texture Farmland Roads. [PDF]
Mao N +5 more
europepmc +1 more source
Study on the Noise Reduction Characteristics of Porous Elastic Road Surface Based on Finite Element Analysis and Noise Field Tests. [PDF]
Liu H +7 more
europepmc +1 more source
Integrating generalized linear mixed models and XGBoost for safety performance function development on urban arterials. [PDF]
Al-Nabulsi D +4 more
europepmc +1 more source
Dynamic Bearing Characteristics of Cement Concrete Pavement Under Heavy-Duty Loads. [PDF]
Qu W, Li S, Xu B, Huang X, Li Q, Xiao L.
europepmc +1 more source

