Integrating melt electrowriting (MEW) PCL scaffolds with fibroblast-laden hydrogel toward vascularized skin tissue engineering by Xixi Wu, Fenghua Zhao, Hui Wang, Romana Schirhagl, Małgorzata K. Włodarczyk-Biegun

“…The MEW scaffolds were composed of two layers: random fibers for culturing the keratinocytes to fabricate the epidermis; and well-aligned shapes filled with fibroblast-laden GelMA to mimic the dermis. …”
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Photoaging Skin Therapy with PRP and ADSC: A Comparative Study by Luiz Charles-de-Sá, Natale Gontijo-de-Amorim, Andrea Sbarbati, Donatella Benati, Paolo Bernardi, Radovan Borojevic, Rosana Bizon Vieira Carias, Gino Rigotti

“…Methods. A prospective randomized study involving 20 healthy individuals, showing skin aging. …”
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ACO-NM hybrid optimization calculation method for transit time of oxygen activation logging in CO2 injection profile by WANG Zhengyan, CHEN Meng, YANG Guofeng, LIU Guoquan, PEI Yang, CHEN Qiang

“…Accurate monitoring and evaluation of CO2 uptake across different layers are essential for guiding the optimization and adjustment of oil and gas reservoir development schemes. …”
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Fog-Enabled Multimodal Chest-Worn Device for Systolic Blood Pressure Monitoring by Pamela Salas, Jose-Manuel Mejia-Munoz, Rafael Gonzalez-Landaeta

“…Four models were implemented for analysis: Random Forest (RF), AdaBoost, Gradient Boosting (GB), and a novel deep learning architecture. …”
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Machine Learning to Retrieve Gap-Free Land Surface Temperature from Infrared Atmospheric Sounding Interferometer Observations by Fabio Della Rocca, Pamela Pasquariello, Guido Masiello, Carmine Serio, Italia De Feis

“…Still, it cannot penetrate thick cloud layers, making observations blind to surface emissions under cloudy conditions, with surface and atmospheric parameters being flagged as voids. …”
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Land-cover classification in Addo Elephant National Park: Analyzing the impact of variables, classifiers, and object-based approach by Mohammad Safaei, Jane Southworth, Cerian Gibbes, Hannah V. Herrero, Mashoukur Rahaman, Bewuket B. Tefera, Jason K. Blackburn

“…Spectral mixture analysis was performed, and the resulting fraction layers were used as independent variables in the models. …”
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DRGNet: Enhanced VVC Reconstructed Frames Using Dual-Path Residual Gating for High-Resolution Video by Zezhen Gai, Tanni Das, Kiho Choi

“…The proposed method is built upon a high-resolution dual-path residual gating system, which integrates deep features from different convolutional layers and introduces convolutional blocks equipped with gating mechanisms. …”
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Intelligent Prediction and Numerical Simulation of Landslide Prediction in Open-Pit Mines Based on Multi-Source Data Fusion and Machine Learning by Li Qing, Linfeng Xu, Juehao Huang, Xiaodong Fu, Jian Chen

“…The first challenge is that the extreme steepness of the slopes causes overlapping lithological layers at the same location, which GISs cannot resolve. …”
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Effectiveness of negative pressure wound therapy in treating deep surgical site infections after spine surgery: a meta-analysis of single-arm studies by Shiwei Ren, Huan Liu, Zhengqi Chang

“…Deep SSIs refer to infections that involve the deeper soft tissues of the incision, such as the fascia and muscle layers. This complication can lead to prolonged hospitalization, repeated surgeries, and even life-threatening conditions. …”
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Microgel with a Core—Shell Particulate Structure Formed via Spinodal Decomposition of a Diblock Ionomer Containing a Doped Hydrophobic Moiety by David Julius, Jim Yang Lee, Liang Hong

“…In contrast, the copolymer (A_xG_y) chains form random coil aggregates in DMSO–H₂O mixtures, displaying a chain packing state distinct from the hydrophobic gel domains as aforementioned. …”
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Sustainable Sugarcane Bagasse-Derived Activated Carbon for High-Performance Symmetric Supercapacitor Devices Applications by Perumal Rajivgandhi, Vediyappan Thirumal, Alagan Sekar, Jinho Kim

“…The SEM analysis revealed that both activated carbon and KOH/activated carbon materials exhibited a layered or stacked, albeit slightly random, orientation. …”
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Using Deep Learning to Identify High-Risk Patients with Heart Failure with Reduced Ejection Fraction by Zhibo Wang, Xin Chen, Xi Tan, Lingfeng Yang, Kartik Kannapur, Justin L. Vincent, Garin N. Kessler, Boshu Ru, Mei Yang

“…For comparison, we also tested multiple traditional machine learning models including logistic regression, random forest, and eXtreme Gradient Boosting (XGBoost). …”
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Spatio-temporal distribution of soil microbial communities and nutrient availability around a municipal solid waste landfill by Mingye Zhan, Yanqiu Sun, Huanjie Lan, Tao Zhou, Youcai Zhao, Li Yang

“…Their relative abundances exhibited significant variations across landfill age gradients and soil depth profiles (p ≤ 0.05). Random forest and structural equal models (SEM) confirmed the direct correlation between soil TOC, heavy metals including Cu, Cd and Pb and microbial diversity. …”
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Defining Rural Types Nearby Large Cities from the Perspective of Urban–Rural Integration: A Case Study of Xi’an Metropolitan Area, China by Xiji Jiang, Jiaxin Sun, Tianzi Zhang, Qian Li, Yan Ma, Wen Qu, Dan Ye, Zhendong Lei

“…A clustering algorithm enhanced by the random forest (RF)–principal component analysis (PCA)–partitioning around medoids (PAM) method is applied to evaluate rural integration comprehensively. …”
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Dietary incorporation of melittin and clove essential oil enhances performance, egg quality, antioxidant status, gut microbiota, and MUC-2 gene expression in laying hens under heat... by Ahmed M. Elbaz, Ahmed S. El-Hawy, Fayza M. Salem, Maha F. Lotfy, Ahmed Ateya, Garsa Alshehry, Youssef S. Alghamdi, Mohamed E. Abd El-Hack, Ahmed A. Elolimy, AbdelRahman Y. Abdelhady

“…A total of 216 Brown Lohmann hens (25 weeks old) were randomly distributed in a completely randomised design into four groups and followed for 15 weeks. …”
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Thyme (Thymus vulgaris L.) essential oil supplementation: impact on performance, egg quality, serum, and faecal mineral content in laying partridges by Eyüp Başer, Behlül Sevim, N. Kürşad Akbulut, Yusuf Çufadar, İbrahim Halıcı, Yavuz Kal, Havva Tekik, Meltem Gültekin, Ainhoa Sarmiento-García

“…Material and methods: Ninety-layer partridges, aged 32 weeks, were randomly assigned to five groups. …”
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Effect of nitrogen fertilization on soil microbial biomass in an Oxisol cultivated with irrigated barley in the Brazilian Cerrado by Lidia Tarchetti Diniz, María Lucrecia Gerosa Ramos, Walter Quadros Ribeiro Junior, Andre Freire Cruz, Leonice Vieira de Franca, Bruno Tarchetti Diniz, Renato Fernando Amabile

“…The experimental design was a randomized block, with three plots received doses of nitrogen: 20 – 40 – 80 kg ha-1 N and a control without it and the subplots were period of soil sample. …”
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Multi-scale information fusion and decoupled representation learning for robust microbe-disease interaction prediction by Wentao Wang, Qiaoying Yan, Qingquan Liao, Xinyuan Jin, Yinyin Gong, Linlin Zhuo, Xiangzheng Fu, Dongsheng Cao

“…Finally, we implement multi-scale information fusion technology to amalgamate the multi-layer outputs of GNN, reducing information loss due to occlusion. …”
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Spatiotemporal prediction of soil organic carbon density in Europe (2000–2022) using earth observation and machine learning by Xuemeng Tian, Sytze de Bruin, Rolf Simoes, Mustafa Serkan Isik, Robert Minarik, Yu-Feng Ho, Murat Şahin, Martin Herold, Davide Consoli, Tomislav Hengl

“…This article describes a comprehensive framework for soil organic carbon density (SOCD, kg/m3) modeling and mapping, based on spatiotemporal random forest (RF) and quantile regression forests (QRF). …”
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Interfacial oxide analysis of ODS steel pressure resistance welded joint with different times by Xin Jia, Shitong Wei, Yiyi Li, Shanping Lu

“…The results demonstrate that the distribution of interfacial oxides transitions from a discontinuous band-like morphology to a randomly dispersed particulate configuration. As the welding time increases, the proportion of interfacial oxides exhibits a decreasing trend. …”
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