Biomechanics‐Driven 3D Architecture Inference from Histology Using CellSqueeze3D
CellSqueeze3D reconstructs 3D cellular architecture from standard 2D histology images using biomechanical constraints and optimization. Validated on clinical datasets, it enables accurate tissue phenotyping, predicts gene mutations, and reveals significant correlations between nuclear‐cytoplasmic ratio entropy and tumor progression.
Yan Kong, Hui Lu
wiley +1 more source
Adaptive Normalization Enhances the Generalization of Deep Learning Model in Chest X-Ray Classification. [PDF]
Singthongchai J, Wangkhamhan T.
europepmc +1 more source
Evaluation of different prepartum diets on weight and body condition score of F1 crossbred Holstein × Zebu cows. [PDF]
Bruno Campos de Carvalho +5 more
openalex
Cross‐Platform Biosensing of Immune Receptors Using Peptide‐Functionalized Graphene
A peptide‐functionalized graphene biosensor enables sensitive and selective detection of living immune cells. Targeting Formyl‐Peptide Receptor 2 (FPR2), the assay is demonstrated on model cells and primary human neutrophils. The same assay is applied to two complementary platforms: graphene‐enhanced surface plasmon resonance for optical benchmarking ...
Ahmar Hasnain +5 more
wiley +1 more source
Graph neural network-driven text classification for fire-door defect inspection in pre-completion construction. [PDF]
Wang S.
europepmc +1 more source
Comparison of proposed hybrid model with different ML model with regards to F1-score.
Sanchit Vashisht (21087781) +2 more
openalex +1 more source
Microglial GPR35 Ameliorates Epileptogenesis and Neuroinflammation via PDGFA Domain 2 Signaling
Activation of microglial G protein–coupled receptor 35 (GPR35) by L‐kynurenic acid (L‐Kyna) initiates a platelet‐derived growth factor A (PDGFA)–dependent phosphoinositide 3‐kinase–protein kinase B (PI3K–AKT) signaling cascade that dampens hippocampal neuroinflammation, thereby restraining epileptogenesis, lowering seizure susceptibility, and ...
Qi Wang +17 more
wiley +1 more source
Optimizing Image Segmentation for Microstructure Analysis of High-Strength Steel: Histogram-Based Recognition of Martensite and Bainite. [PDF]
Hallo F +4 more
europepmc +1 more source
This study reveals that Schwann cell FDFT1‐mediated cholesterol synthesis is essential for peripheral nerve regeneration via dual roles: as a structural component for myelin and as a metabolic signal that upregulates IGF1. IGF1 promotes axonal growth through paracrine action and enhances Schwann cell differentiation/ myelination via an intrinsic IGF1R ...
Shuyi Xu +12 more
wiley +1 more source

