Secure electronic health record access control via blockchain, dual-attribute encryption, and large language model-based attribute extraction. [PDF]
Nekouie A +3 more
europepmc +1 more source
Hierarchical Summary Statistics Encoding Across Primary Visual and Posterior Parietal Cortices
This study shows that mouse V1 simultaneously encodes the ensemble mean and variance of motion, providing a robust summary‐statistic representation that persists despite single‐neuron variability. These signals propagate to PPC, where they are transformed into abstract category representations during decision making.
Young‐Beom Lee +4 more
wiley +1 more source
Post-Quantum Secure Lightweight Revocable IBE with Decryption Key Exposure Resistance. [PDF]
Zhang D, Ju H, Yan Z, Feng S, Li F.
europepmc +1 more source
An integrated approach combining mass spectrometry imaging, transcriptomics, and phylogenetic analysis facilitated the efficient identification of genes involved in gallotannin biosynthesis in Paeonia suffruticosa. As a result, a key UGT and several SCPL acyltransferases responsible for biosynthesizing pentagalloylglucose were successfully identified ...
Yushi Liu +4 more
wiley +1 more source
Design of a multi-layered privacy-preserving architecture for secure medical data exchange in cloud environments. [PDF]
Muthuvel S, Priya S, Sampath Kumar K.
europepmc +1 more source
Unraveling the Molecular Mechanisms Underlying Spontaneous Multipolar Mitosis Through CIN‐seq
Multipolar mitosis, a hallmark of chromosomal instability (CIN), drives tumor heterogeneity but is challenging to study in live cells. Using CIN‐seq, a single‐cell multiomics method, we profiled rare CIN events and identified mechanisms associated with viable multipolar mitosis, including PTEN attenuation, Rho GTPase‐driven cytokinesis failure, and ...
Pin‐Rui Su +10 more
wiley +1 more source
Hierarchical core-shell DNA condensates enable programmable information storage and encryption. [PDF]
Chu L +8 more
europepmc +1 more source
Evaluating the Utilities of Foundation Models in Single‐Cell Data Analysis
This study delivers the first systematic, task‐level evaluation of single‐cell foundation models across eight core analytical tasks. By benchmarking 10 leading models with the scEval framework, it reveals where foundation models truly add value, where task‐specific methods still dominate, and provides concrete, reproducible guidelines to steer the next
Tianyu Liu +4 more
wiley +1 more source
Perpendicular neuromorphic channels facilitate lateral inhibition for tactile location. [PDF]
Liu L, Ni Y, Xu H, Yuan Y, Xu W.
europepmc +1 more source

