Advanced Science, EarlyView.CellPhenoX is an explainable machine learning framework that identifies cell‐specific phenotypes and interaction effects from single‐cell omics data. By leveraging interpretable models, it enables robust discovery of cell‐level phenotypes that contribute to clinical outcomes.
Jade Young +4 more
wiley +1 more source
Blockchain-Based Trusted Data Management with Privacy Preservation for Secure IoT Systems. [PDF]
Sensors (Basel)Zhou H, Gao H, Ma Z, Lai G.
europepmc +1 more source
A Replicable and Generalizable Neuroimaging‐Based Indicator of Pain Sensitivity Across Individuals
Advanced Science, EarlyView.Humans differ in their sensitivity to pain. With six large and diverse fMRI datasets (total N = 1046), this study finds that such individual differences in pain sensitivity can be tracked by fMRI responses to painful stimuli. A highly generalizable machine learning model is further built to predict pain sensitivity across all datasets and analgesic ...
Li‐Bo Zhang +7 more
wiley +1 more source
An authorizable and preprocessable data transmission scheme based on elliptic curves. [PDF]
Sci RepZhu Z +5 more
europepmc +1 more source
Advanced Science, EarlyView.This study unveils ITGA2⁺ tumor cells as key drivers of pediatric thyroid cancer aggressiveness. These cells orchestrate dual oncogenic pathways: GLUT1‐mediated glycolytic reprogramming and M2 macrophage polarization. This metabolic‐immunological crosstalk promotes tumor progression and metastasis.
Zhi‐jun Zhan +11 more
wiley +1 more source
A privacy preserving machine learning framework for medical image analysis using quantized fully connected neural networks with TFHE based inference. [PDF]
Sci RepSelvakumar S, Senthilkumar B.
europepmc +1 more source
Update Disturbance‐Resilient Analog ReRAM Crossbar Arrays for In‐Memory Deep Learning Accelerators
Advanced Science, EarlyView.Conductive metal oxide/HfOx analog ReRAM on 350 nm technology is presented for in‐memory deep learning accelerators. The device exhibits analog and nonvolatile conductance switching and high resilience to update disturbances, which is supported by COMSOL Multiphysics simulations.
Wooseok Choi +16 more
wiley +1 more source
Lightweight Anonymous Authentication for IoT: A Taxonomy and Survey of Security Frameworks. [PDF]
Sensors (Basel)Zhong J, He S, Liu Z, Xiong L.
europepmc +1 more source
Advanced Science, EarlyView.Resting‐state fMRI captures intrinsic brain activity, yet the physical significance of latency structures remains unclear. In this study, the spatiotemporal properties of fMRI‐derived latency structures are examined by linking them to biophysical model‐based neural functions, intrinsic neural timescales, and functional gradients.
Hyoungshin Choi +5 more
wiley +1 more source
A hybrid fog-edge computing architecture for real-time health monitoring in IoMT systems with optimized latency and threat resilience. [PDF]
Sci RepIslam U +5 more
europepmc +1 more source