Hydrogel‐Based Functional Materials: Classifications, Properties, and Applications
Conductive hydrogels have emerged as promising materials for smart wearable devices due to their outstanding flexibility, multifunctionality, and biocompatibility. This review systematically summarizes recent progress in their design strategies, focusing on monomer systems and conductive components, and highlights key multifunctional properties such as
Zeyu Zhang, Zao Cheng, Patrizio Raffa
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Random forests algorithm using basic medical data for predicting the presence of colonic polyps. [PDF]
Avram MF +6 more
europepmc +1 more source
Prioritizing candidate eQTL causal genes in Arabidopsis using RANDOM FORESTS. [PDF]
Hartanto M +3 more
europepmc +1 more source
Identification of differential gene expression for microarray data using recursive random forest
Xiaoyan Wu, Zhenyu Wu, Kang Li
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Progress and Prospects of Persistent Luminescent Nanocrystals in Biomedical Applications
This review summarizes recent progress in materials‐level control of persistent luminescence, including mechanistic understanding, wavelength/intensity tuning, and activation strategies, as well as emerging biomedical applications in imaging, biosensing, cell tracking, optogenetic stimulation, and biophotochemical activation.
Peng Pei +5 more
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Prediction of gender from radiographic condylar and coronoid measurements using elastic net and random forests. [PDF]
Arthanari A +4 more
europepmc +1 more source
Cellulose nanocrystals (CNCs) self‐assemble in aqueous suspension into chiral nematic liquid crystals, resulting in structurally colored films upon drying. Here, the influence of sugar additives on CNC self‐assembly in suspension and in films are studied.
Buse Tatli +5 more
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Identification of Laminar Structure in the Yingxiongling Shale Oil Sediment in China with Random Forests and SHAP Analysis. [PDF]
Zhang F, Liu X, Aldrich C, Deng S, Li G.
europepmc +1 more source
Logistics Sprawl and Urban Congestion Dynamics Toward Sustainability: A Logistic Regression and Random-Forest-Based Model [PDF]
Manal El Yadari +3 more
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Structural Colors from Ultrathin Lignin Films
Thickness‐dependent structural colors in ultrathin lignin films generate a full visible palette, tuned simply by solution concentration and spin speed. Abstract Structural colors offer a sustainable alternative to toxic pigments and dyes, yet their realization from lignin, the most abundant aromatic biopolymer, has remained elusive.
Bang An +6 more
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