Semi-Supervised Bidirectional Long Short-Term Memory and Conditional Random Fields Model for Named-Entity Recognition Using Embeddings from Language Models Representations. [PDF]
Entropy (Basel), 2020 Zhang M, Geng G, Chen J.
europepmc +1 more source
Macrophage Dab1 Links Early Hypoxia to Adaptive Angiogenesis to Drive Peripheral Nerve Repair
Advanced Science, EarlyView.Schematic diagram illustrating the Dab1‐linked hypoxia signaling pathway that accelerates angiogenesis and consequent nerve regeneration. Following PNI, a hypoxic microenvironment develops. Hypoxia induces macrophage Dab1 phosphorylation, resulting in NHE‐1 upregulation, HIF‐1α stabilization, and VEGF‐A expression. This cascade promotes angiogenesis in
Xiongyao Zhou +14 more
wiley +1 more source
An Adaptive Exposure Fusion Method Using fuzzy Logic and Multivariate Normal Conditional Random Fields. [PDF]
Sensors (Basel), 2019 Lin YH, Hua KL, Lu HH, Sun WL, Chen YY.
europepmc +1 more source
Towards a Compositional Framework for Describing Human Phenotypes
Advanced Science, EarlyView.The Phenotype Assembly Method (PhenoAM) decomposes phenotype variables into measurable Features and typed Qualifiers, enabling standardized, machine‐readable Phenome Data Elements (PhenoDEs) that preserve measurement context. Applied in the International Human Phenome Project (IHPP), the framework yields 58 371 PhenoDEs and supports component‐level ...
Wanting Hu +11 more
wiley +1 more source
Human Activity Recognition Using Gaussian Mixture Hidden Conditional Random Fields. [PDF]
Comput Intell Neurosci, 2019 Siddiqi MH +5 more
europepmc +1 more source
Advanced Science, EarlyView.KFO‐Atlas reveals how real‐world aromas are organized as structured mixtures rather than individual molecules. Building on these principles, KFO‐Gen, a generative AI framework, designs perceptually valid aroma formulations and reconstructs meat‐like aromas exclusively from plant‐derived odorants, providing a foundation for mixture‐level studies and AI ...
Jingzhi Zhang +5 more
wiley +1 more source
Recognition of bacteria named entity using conditional random fields in Spark. [PDF]
BMC Syst Biol, 2018 Wang X, Li Y, He T, Jiang X, Hu X.
europepmc +1 more source
PLXDC2 siRNA‐Mediated Intervention Attenuates Microglial Senescence Through cGAS‐STING Signaling
Advanced Science, EarlyView.PLXDC2 was identified as a microglial target in Parkinson's disease through human and mouse single‐cell analyses. Ferritin‐armed biomimetic nanovesicles delivered PLXDC2 siRNA, deferoxamine, and CeO2 nanoparticles across the blood–brain barrier, reducing cGAS‐STING activation, iron burden, oxidative stress, and senescence in microglia, thereby ...
Heyue Lu +13 more
wiley +1 more source
IDP⁻CRF: Intrinsically Disordered Protein/Region Identification Based on Conditional Random Fields. [PDF]
Int J Mol Sci, 2018 Liu Y, Wang X, Liu B.
europepmc +1 more source
SAT1‐Induced Spermidine Depletion Potentiates Food Allergy
Advanced Science, EarlyView.Spermidine depletion, driven by upregulated spermidine/spermine N1‐acetyltransferase (SAT1), potentiates food allergy by promoting mast cell degranulation through autophagy suppression. SAT1 physically interacts with the long noncoding RNA Cdk19os to inhibit Atg5 and Atg7, disrupting autophagic flux.
Manman Liu +8 more
wiley +1 more source