Assessment of the Aging State for Transformer Oil-Barrier Insulation by Raman Spectroscopy and Optimized Support Vector Machine. [PDF]
Liu D+8 more
europepmc +1 more source
Advances and Strategies in Enhancing mRNA Cancer Vaccines
Messenger RNA (mRNA) vaccines offer a powerful approach for cancer immunotherapy, but their clinical impact remains limited by delivery challenges and suboptimal immune activation. This review discusses key biological barriers and design strategies—including structural optimization, immunomodulation, organ targeting delivery, and advanced nanocarriers ...
Miao Zhang+4 more
wiley +1 more source
Prediction Models for Late-Onset Preeclampsia: A Study Based on Logistic Regression, Support Vector Machine, and Extreme Gradient Boosting Models. [PDF]
Zhang Y+7 more
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Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
This perspective introduces an artificial intelligence (AI)‐driven nanoarchitectonics framework for targeted drug delivery, combining database‐guided nanocarrier design, machine learning (ML)‐assisted surface engineering with a designed targeting system, and in silico modeling for dynamic optimization.
Hayeon Bae+6 more
wiley +1 more source
Forecasting for Haditha reservoir inflow in the West of Iraq using Support Vector Machine (SVM). [PDF]
Mahmood OA, Sulaiman SO, Al-Jumeily D.
europepmc +1 more source
Engineering Aging: Approaches to Model and Deconstruct Biological Complexity
The macro‐experiences of aging are the result of an accumulation of micro‐changes that occur over time. Abstract The disparity between the global increase in life expectancy and the steady decline in health outcomes with age has been a major driver for developing new ways to research aging.
Habib Joukhdar+7 more
wiley +1 more source
A hybrid unsupervised machine learning model with spectral clustering and semi-supervised support vector machine for credit risk assessment. [PDF]
Yu T, Huang W, Tang X, Zheng D.
europepmc +1 more source
From Molecules to Modules: Advanced Characterization of Membrane Systems
Membrane technologies can enhance the efficiency and selectivity of chemical separations in energy‐water systems. Improving our understanding and design of separation membranes will require studying their properties at the molecular scale, mesoscale, and macroscale. This perspective highlights advanced characterization techniques for revealing membrane
Yaguang Zhu+13 more
wiley +1 more source
Genetic Artificial Hummingbird Algorithm-Support Vector Machine for Timely Power Theft Detection. [PDF]
Gbafore E, Segera DR, Kiruki CRM.
europepmc +1 more source