Stable distance regression via spatial-frequency state space model for robot-assisted endomicroscopy. [PDF]
Zhou M, Xu C, Giannarou S.
europepmc +1 more source
Directed evolution of enzymes at the crossroads of tradition and innovation
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova +2 more
wiley +1 more source
Mamba-YOLO-ML: A State-Space Model-Based Approach for Mulberry Leaf Disease Detection. [PDF]
Yuan C +7 more
europepmc +1 more source
Specification of initial Kalman recursions of symmetric nonlinear state-space model. [PDF]
Tasi'u M +3 more
europepmc +1 more source
TisIBP8, a fungal‐derived hyperactive ice‐binding protein, helps Caenorhabditis elegans survive dehydration. It localizes near cell membranes, reduces cell damage, and helps maintain membrane structure during drying. These results suggest that ice‐binding proteins can protect cells from dehydration stress as well as freezing stress.
Daiki Shimose +9 more
wiley +1 more source
Seasonal and annual fluctuations of deer populations estimated by a Bayesian state-space model. [PDF]
Mizuki I +12 more
europepmc +1 more source
Molecular characterization of covRS mutations in M1UK Streptococcus pyogenes
Group A Streptococcus (GAS) acquires covRS mutations driving a hypervirulent bacterial state, frequently associated with invasive disease‐like necrotizing fasciitis. We demonstrate that the newly emerged M1UK GAS lineage can also acquire these mutations.
Jarrad Pritchard +12 more
wiley +1 more source
MultiSEss: Automatic Sleep Staging Model Based on SE Attention Mechanism and State Space Model. [PDF]
Huang Z +6 more
europepmc +1 more source
Hyperosmotic stress triggers the relocation of the CFIm complex from the nucleus to the cytoplasm. This shift creates a nuclear ‘stoichiometric bottleneck’, limiting CFIm availability for mRNA processing. Consequently, specific mRNAs like NUDT21 and DICER1 undergo targeted 3′UTR shortening, demonstrating how spatial protein dynamics drive rapid ...
Hitomi Soumiya +2 more
wiley +1 more source
TA-SSM net: tri-directional attention and structured state-space model for enhanced MRI-Based diagnosis of Alzheimer's disease and mild cognitive impairment. [PDF]
Bao S, Zheng F, Jiang L, Wang Q, Lyu Y.
europepmc +1 more source

