DeepSeek‐Lattice‐KG integrates a domain‐adapted 14B LLM with a Neo4j lattice knowledge graph distilled from 50,000 papers. It analyzes queries, retrieves supporting subgraphs, and generates grounded answers; on a 2100‐question, six‐domain benchmark, it achieves 94.8% accuracy.
Zhiyang Shu +6 more
wiley +1 more source
Bibliometric analysis of research trends and hotspots in immunotherapy biomarkers for non-small cell lung cancer from 2015 to 2024. [PDF]
Meng X, Lu Z, Mi F.
europepmc +1 more source
Research status and trends of Piezo1 and brain: A bibliometric analysis
This graphical abstract illustrates the workflow and key findings of the bibliometric analysis of Piezo1 in brain research. The primary results were visually centered on a brain graphic highlighting the Piezo1 channel, and three converging research hotspots were identified: neurovascular regulation, calcium signaling, and neuroinflammation.
Yu Liu +8 more
wiley +1 more source
Uncovering the Independent Role of Lipid Peroxidation in Osteoporosis Through an Integrated Bibliometric and Bioinformatics Analysis. [PDF]
Li X +7 more
europepmc +1 more source
ABSTRACT Policy robustness, that is, the capacity of policies to sustain performance across diverse and uncertain futures, is increasingly considered a core objective of public policymaking. Although adaptive policymaking is widely promoted as an approach to achieving policy robustness, it suffers from a central paradox highlighted by theories of the ...
Ola G. El‐Taliawi, Nihit Goyal
wiley +1 more source
Atlas-Based Mapping of Traditional Chinese Medicine Effects on Tumor Microcirculation Regulation. [PDF]
Ho I, Xie Y, Liu Z, Cai D.
europepmc +1 more source
The soul of the soil: Unearthing a Nation's eco‐empathy through 1200 years of Persian poetry
Abstract Cultivating a profound sense of connection with the natural world, conceptualized as eco‐empathy, is increasingly recognized as a vital precursor to effective environmental stewardship. While scientific data frame ecological crises, literary traditions offer a unique archive for tracing the history of this empathetic bond. This study positions
Isa Esfandiarpour‐Boroujeni +7 more
wiley +1 more source
Mapping the global research output of Traditional Chinese Medicine in the treatment of metabolic dysfunction-associated steatotic liver disease: a comprehensive bibliometric analysis based on multiple databases (2000-2025). [PDF]
Wang D +7 more
europepmc +1 more source
Publication Trends of Research on Immune Tolerance After Kidney Transplantation: A Bibliometric Analysis from 1976 to 2024. [PDF]
Yang Y, Song H, Li H, Zhong Q, Tan Z.
europepmc +1 more source
Mapping the global landscape of biofilm-associated antimicrobial resistance (1992-2025). [PDF]
Tan C, Wang J, Wu A, Li C.
europepmc +1 more source

