Lin William Cong
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View article: Is decentralized finance actually decentralized? A social network analysis of the Aave protocol on the Ethereum blockchain
Is decentralized finance actually decentralized? A social network analysis of the Aave protocol on the Ethereum blockchain Open
Decentralized finance (DeFi) has the potential to disrupt centralized finance by validating peer-to-peer transactions through tamper-proof smart contracts, thus significantly lowering the transaction cost charged by financial intermediarie…
View article: Effects of 3D-printed exosome-functionalized brain acellular matrix hydrogel on neuroinflammation in rats following cerebral hemorrhage
Effects of 3D-printed exosome-functionalized brain acellular matrix hydrogel on neuroinflammation in rats following cerebral hemorrhage Open
The findings demonstrate that the 3D biological scaffold dECM@exo effectively maintains microenvironmental homeostasis in the early stages of ICH and improves outcomes associated with the condition. dECM@exo is poised to serve as a robust …
View article: Targeted Neuroprotection of Retinal Ganglion Cells Via AAV2-hSyn-NGF Gene Therapy in Glaucoma Models
Targeted Neuroprotection of Retinal Ganglion Cells Via AAV2-hSyn-NGF Gene Therapy in Glaucoma Models Open
The AAV2-hSyn-NGF gene therapy offers a safe and effective neuroprotective strategy for RGCs across multiple glaucoma models, making it a promising candidate for future clinical trials in patients with glaucoma.
View article: Responses of the Lipoxygenase Gene Family to Drought Stress in Broomcorn Millet (Panicum miliaceum L.)
Responses of the Lipoxygenase Gene Family to Drought Stress in Broomcorn Millet (Panicum miliaceum L.) Open
Background: Broomcorn millet (Panicum miliaceum L.), a drought-tolerant C4 crop, is crucial for agricultural resilience in arid regions. Lipoxygenases (LOXs), key enzymes in plant stress responses, have not been studied in broomcorn millet…
View article: Growing the Efficient Frontier on Panel Trees
Growing the Efficient Frontier on Panel Trees Open
We introduce a new class of tree-based models, P-Trees, for analyzing (unbalanced) panel of individual asset returns, generalizing high-dimensional sorting with economic guidance and interpretability. Under the mean-variance efficient fram…
View article: A Novel Data Obfuscation Framework Integrating Probability Density and Information Entropy for Privacy Preservation
A Novel Data Obfuscation Framework Integrating Probability Density and Information Entropy for Privacy Preservation Open
Data privacy protection is increasingly critical in fields like healthcare and finance, yet existing methods, such as Fully Homomorphic Encryption (FHE), differential privacy (DP), and federated learning (FL), face limitations like high co…
View article: Systematic Risk Analysis and Mitigation Strategies for Near-Miss Events in Interventional Operating Room Nursing
Systematic Risk Analysis and Mitigation Strategies for Near-Miss Events in Interventional Operating Room Nursing Open
Medication administration errors are frequently encountered, with air embolisms during pressurized fluid infusion representing the most significant risk. Operational interruptions are major contributors to these errors, often influenced by…
View article: Enhancing Data Privacy Protection and Feature Extraction in Secure Computing Using a Hash Tree and Skip Attention Mechanism
Enhancing Data Privacy Protection and Feature Extraction in Secure Computing Using a Hash Tree and Skip Attention Mechanism Open
This paper addresses the critical challenge of secure computing in the context of deep learning, focusing on the pressing need for effective data privacy protection during transmission and storage, particularly in sensitive fields such as …