End Users' Perspective of Digital Logistics Management Information System (eLMIS) Performance at Public Health Facilities of Amhara Region, Ethiopia. [PDF]
Mekonen ZT+4 more
europepmc +1 more source
Knowledge Distillation‐Based Zero‐Shot Learning for Process Fault Diagnosis
Process and image data are equivalent with the teacher model pretrained on image data. Knowledge distillation transfers normal condition data to the student model. When an unknown fault occurs, differences between the teacher and student models are quantified via gradients to isolate the fault. Data‐driven deep learning is effective in diagnosing known
Yi Liu, Jiajun Huang, Mingwei Jia
wiley +1 more source
A survey on advancements in blockchain-enabled spectrum access security for 6G cognitive radio IoT networks. [PDF]
Al-Matari NY+2 more
europepmc +1 more source
Applied Artificial Intelligence in Materials Science and Material Design
AI‐driven methods are transforming materials science by accelerating material discovery, design, and analysis, leveraging large datasets to enhance predictive modeling and streamline experimental techniques. This review highlights advancements in AI applications across spectroscopy, microscopy, and molecular design, enabling efficient material ...
Emigdio Chávez‐Angel+7 more
wiley +1 more source
Cloud-enabled e-commerce negotiation framework using bayesian-based adaptive probabilistic trust management model. [PDF]
Rajavel R+4 more
europepmc +1 more source
This study introduces a data augmentation method that expands an ophthalmology dataset by 12x, enhancing robustness and reducing overfitting. A novel VNet architecture improves accuracy by 10% over the original dataset and 5% over Grand Challenge benchmarks.
Samad Azimi Abriz+3 more
wiley +1 more source
Aggregated hedonic dataset with a green index: Busan, South Korea. [PDF]
An S, Bae S, Song Y, Ahn K.
europepmc +1 more source
ChatMolData: A Multimodal Agent for Automatic Molecular Data Processing
While large language models (LLMs) struggle with molecular data due to single‐modality limitations, ChatMolData—a multimodal agent for processing databases, images, structure files, and documents—is presented. It combines LLMs with tools for retrieval, structuring, prediction, visualization, and search, achieving > 90% accuracy across 128 tasks.
Yi Yu+5 more
wiley +1 more source
AllianceBlockchain in the Governance Innovation of Internet Hospitals. [PDF]
Wang X, Yue X, Sajid A, Tariq N.
europepmc +1 more source
Hierarchical Superposition Framework Reveals the Complex Effects of Natural Medicine Formulas
A novel hierarchical superposition pharmacological model incorporates the principle of hierarchical structures from physics to simulate the spatiotemporal dynamics of drug combinations, to elucidate the universal law underlying drug combination effects. By modeling cross‐level causal transmission and attenuation, it advances beyond traditional additive
Weifeng Liang+3 more
wiley +1 more source