Horizontal federated learning and assessment of Cox models. [PDF]
Westers F, Leder S, Tealdi L.
europepmc +1 more source
Mechanical Forces Guide Axon Growth through the Nigrostriatal Pathway in an Organotypic Model
Nano‐pulling is a magnetic nanoparticle‐based technology for guiding and promoting the axon growth of induced pluripotent stem cell‐derived dopaminergic neurospheres in vitro or neural progenitors transplanted in the brain tissue. Fine control of axon guidance is essential for reconstructing neural networks and restoring functional connectivity in the ...
Sara De Vincentiis+7 more
wiley +1 more source
Smart Grid IoT Framework for Predicting Energy Consumption Using Federated Learning Homomorphic Encryption. [PDF]
Jerkovic F, Sarkar NI, Ali J.
europepmc +1 more source
This study identifies a super‐enhancer‐driven transcriptional regulatory circuit comprising BCL6, SMAD3, and NFIB that cooperate to drive cholesterol synthesis via SREBF2/HMGCR/FDFT1 activation and regulate CDK2/CCND3 for cell cycle control. Targeting this circuit with BI‐3802 or downstream inhibitors (Fatostatin/Lovastatin) overcomes abiraterone ...
Liling Jiang+18 more
wiley +1 more source
Detecting Vulnerabilities in Encrypted Software Code while Ensuring Code Privacy [PDF]
Jorge Martins+4 more
openalex +1 more source
Deciphering Cell Type Abundance in Proteomics Data Through Graph Neural Networks
GraphDEC constructs pseudo bulk reference data using a mixup strategy, then learns low dimensional representations via autoencoders to model intra and inter dataset relationships. These are processed through a multi view adaptive neighborhood aware GNN, integrating reference, target, and joint graphs.
Zhiming Dai+7 more
wiley +1 more source
Calibrated optional randomized response techniques for efficient and robust estimation of quantitative sensitive variables. [PDF]
Audu A+3 more
europepmc +1 more source
Inverse Design of Active‐Source Metamaterials for Thermal Camouflage with Arbitrary Active Sources
Active‐source metamaterials (ASM) revolutionize thermal camouflage by enabling the precise manipulation of heat signatures, transforming any active source into a desired thermal pattern. This breakthrough technology holds immense potential for infrared stealth, advanced thermal management, and energy‐efficient architecture, offering unprecedented ...
Xianrong Cao+9 more
wiley +1 more source
What are patient perspectives on privacy and trust in digital genomic tools? A qualitative study. [PDF]
Jha V+11 more
europepmc +1 more source