scTIDE identifies single‐cell tipping points by combining manifold‐based graph representations with optimal‐transport conditional flow matching, which preserves intrinsic topology and models distributional dynamics. It supports critical‐transition detection at individual‐cell resolution, prediction of unseen cells, and dimensionality reduction and ...
Jiayuan Zhong +6 more
wiley +1 more source
Federated learning with continual update for privacy-preserving clinical event prediction across distributed hospitals using MCN-GNN. [PDF]
Jagdeesh K +7 more
europepmc +1 more source
An in situ‐grown BP‐CaO2 nanoplatform supplies coordinated Ca2+, endogenous phosphate, and oxidative stress to convert tumor calcification from a passive endpoint into an active immune‐remodeling process. Widespread hydroxyapatite deposition is visualized by CT, while multi‐omics reveals MCOLN2 as a calcium‐responsive mediator linking biomineralization
Long Liu +11 more
wiley +1 more source
A triple-layer authentication framework with elliptic curve cryptography for securing IoT-assisted wireless sensor networks. [PDF]
Alanazi MD.
europepmc +1 more source
Mice can transfer the learned rule of spatial working memory to guide similar but novel tasks. Hippocampal CA3 populational activity dynamically reorganize during memory generalization, shifting from task‐specific to generalized coding over testing days. Sparse yet redundant neural representations of CA3 enable rule transfer and cognitive map formation,
Da Song +8 more
wiley +1 more source
GeoCross: A Privacy-Preserving and Fine-Grained Authorization Scheme for Cross-Chain Geological Data Sharing. [PDF]
Lin L, Feng B, Jing P.
europepmc +1 more source
G‐Quadruplexes: Structural Diversity and Emerging Roles in Biomolecular Condensation
G‐quadruplexes (G4s) fold into diverse intra‐ and intermolecular structures, positioning them as emerging regulators of biomolecular condensation. Mechanistically, G4s autonomously form condensates, act as structural platforms to initiate and stimulate condensation, or induce phase transitions.
Wenmeng Wang +5 more
wiley +1 more source
A hybrid blowfish-based cryptography and chaotic quantization steganography framework with genetic key generation. [PDF]
Naveen R, Kumar AP, Roshan S.
europepmc +1 more source
Identity-Based Efficient Secure Data Communication Protocol for Hierarchical Sensor Groups in Smart Grid. [PDF]
Feng Y, Sun Y, Cao Y, Xu B, Li Y.
europepmc +1 more source
Face Privacy Protection Method for Autonomous Sensors Based on Hierarchical Format-Preserving Encryption. [PDF]
Ji H +5 more
europepmc +1 more source

