Multi‐Site Transfer Classification of Major Depressive Disorder: An fMRI Study in 3335 Subjects
Advanced Science, EarlyView.The study proposes graph convolution network with sparse pooling to learn the hierarchical features of brain graph for MDD classification. Experiment is done on multi‐site fMRI samples (3335 subjects, the largest functional dataset of MDD to date) and transfer learning is applied, achieving an average accuracy of 70.14%.
Jianpo Su +14 more
wiley +1 more source
Quantum adaptive clonal genetic algorithm for low-energy clustering in agricultural WSNs. [PDF]
Sci RepZhao J, Liu B, Zhang L.
europepmc +1 more source
Advanced Science, EarlyView.This study presents an engineered human interferon‐lambda (hIFN‐λ) as an intranasal prophylactic against respiratory viruses. By combining AI‐guided backbone redesign and glycoengineering, the authors developed a thermostable, protease‐resistant, and scalable variant with improved mucosal penetration.
Jeongwon Yun +12 more
wiley +1 more source
A novel swarm intelligence optimization method for efficient task allocation in industrial wireless sensor networks. [PDF]
Sci RepWang C, Yu F, Cao Q, Pan Y.
europepmc +1 more source
NDST3‐Induced Epigenetic Reprogramming Reverses Neurodegeneration in Parkinson's Disease
Advanced Science, EarlyView.NDST3‐mediated epigenetic reprogramming revitalizes neuronal circuits in the substantia nigra and striatum to halt dopaminergic neuron degeneration and restore motor function in Parkinson's disease models. This strategy promotes neuronal maintenance and functional recovery, highlighting NDST3's therapeutic potential in neurodegenerative disorders ...
Yujung Chang +18 more
wiley +1 more source
Osprey optimization algorithm integrated with graph neural networks for intrusion detection in wireless sensor networks. [PDF]
Sci RepMohan DB, Arumugam P, R A.
europepmc +1 more source
Effective Key Distribution Scheme using Paillier Cryptosystem in Wireless Sensor Networks
, 2019 Paresh Rajendra Jadhav, Shubhangi Sapkal
openalex +1 more source
Top‐Down Fabricated Wood‐Derived Pressure and Strain Sensors: A Review
Advanced Science, EarlyView.This review focuses on wood‐derived pressure/strain sensors fabricated via top‐down strategies. It analyzes wood's structural composition, examines processing techniques, discusses sensor types and sensing mechanisms, and reviews existing research. The article concludes with future directions for enhancing performance and scalability.
Yi Ren +8 more
wiley +1 more source
ChainShieldML an intelligent decentralized security framework for next generation wireless sensor networks. [PDF]
Sci RepMurala DK +4 more
europepmc +1 more source