Weekly Intraperitoneal Injection of Tamoxifen in an Inducible In Vivo Model of Junctional Epidermolysis Bullosa Generates Early and Advanced Disease Phenotypes by Eleri Mai Jones, Priya Garcha, Monique Aumailley, Edel Anne O’Toole, Emanuel Rognoni, Matthew Caley

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DoubleNet: A Method for Generating Navigation Lines of Unstructured Soil Roads in a Vineyard Based on CNN and Transformer by Xuezhi Cui, Licheng Zhu, Bo Zhao, Ruixue Wang, Zhenhao Han, Kunlei Lu, Xuguang Feng, Jipeng Ni, Xiaoyi Cui

“…This research introduces DoubleNet, an innovative deep-learning model designed to generate navigation lines for such conditions. To improve the model’s ability to extract image features, DoubleNet incorporates several key innovations, such as a unique multi-head self-attention mechanism (Fused-MHSA), a modified activation function (SA-GELU), and a specialized operation block (DNBLK). …”
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Multiscale investigation of collagen structure in human skin and gel matrices using polarization resolved second harmonic generation microscopy by Mengyao Zhou, Madalena Pinto Gomes, Anouk Elgersma, H. Ibrahim Korkmaz, Bouke K. H. L. Boekema, Marie Louise Groot

“…Abnormal collagen organization, such as in fibrosis or scar tissue, compromises both skin functionality and aesthetics. In this study, we employed label-free polarization resolved second harmonic generation (PSHG) microscopy to investigate collagen structure in artificial collagen matrices with various Col I/III ratios at the fibril scale ( $$\sim$$ ∼ 1 to $$3\,\upmu \hbox {m}$$ 3 μ m ) and in ex vivo human healthy and scarred skin at the fiber scale ( $$\sim 10$$ ∼ 10 to $$20\,\upmu \hbox {m}$$ 20 μ m ). …”
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L‐Aspartic Acid with Dual Functions: An Eco‐Friendly and Affordable Choice to Accelerate High Salinity Brine Utilization by Suning Mao, Zhen Yu, Jie Chen, Yizhe Shen, Minjie Li, Chen Sun, Xiaoqing Lin, Bin Yang, Tong Chen, Qunxing Huang, Xiaodong Li, Jianhua Yan

“…Abstract L‐Aspartic acid (L‐Asp) poses a dual function, which can affect the evaporation and crystallization process of the high‐salinity brine by altering the physical or chemical properties of the salts. …”
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Criteria Analysis for the Selection of a Generative Artificial Intelligence Tool for Academic Research Based on an Improved Group DEMATEL Method by Constanta Zoie Radulescu, Marius Radulescu

“…Generative Artificial Intelligence (GenAI) tools are transforming academic research by significantly enhancing efficiency, accuracy, and productivity. …”
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High-Yield Generation of Glucose-Responsive Pseudoislets From Murine Insulinoma Cells for Studies and Longitudinal Monitoring of Graft Survival by Grisell C. Gonzalez, Chris M. Li, Ilaria Pasolini, Sophia I. Pete, Connor Verheyen, Sofia M. Vignolo, Teresa De Toni, Aaron A. Stock, Alice A. Tomei

“…Here, we report a simple and efficient method for generating 3D pseudoislets from MIN6 and NIT-1 murine insulinoma cells. …”
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Fed-DPSDG-WGAN: Differentially Private Synthetic Data Generation for Loan Default Prediction via Federated Wasserstein GAN by Padmaja Ramachandra, Santhi Vaithiyanathan

“…We investigate the potential of replacing the original data with statistically similar synthetic data to be used as training data to predict loan defaulters. Generative adversarial networks stand out with the best privacy utility trade-off among the many approaches that can generate synthetic data. …”
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Investigating the Pulmonary Host Response of <i>Acinetobacter baumannii</i> Infection-Associated Pneumonia by Metagenomic Next-Generation Sequencing by Mu-Jung Chou, Chih-Hung Cheng, Hui-Ching Wang, Ming-Ju Tsai, Chau-Chyun Sheu, Wei-An Chang

“…<b>Background:</b> For investigating the host response in <i>Acinetobacter baumannii</i> associated pneumonia, we analyzed the host genetic sequences obtained from metagenomic next-generation sequencing (mNGS). <b>Methods:</b> The samples for mNGS were bronchoalveolar lavage fluid (BALF) collected from the lungs of patients infected with <i>A. baumannii</i> and from patients without bacterial infections. …”
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Generative spatial artificial intelligence for sustainable smart cities: A pioneering large flow model for urban digital twin by Jeffrey Huang, Simon Elias Bibri, Paul Keel

“…In response, sustainable smart cities are increasingly turning to cutting-edge technologies—such as Generative Artificial Intelligence (GenAI), Foundation Models (FMs), and Urban Digital Twin (UDT) frameworks—to transform urban planning and design practices. …”
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A Holography-Based Modal Wavefront Sensor for the Precise Positioning of a Light Emitter Using a High-Resolution Computer-Generated Hologram by Florian Loosen, Johannes Stehr, Lucas Alber, Irina Harder, Norbert Lindlein

“…Instead of Zernike polynomials, more complex phase functions, which are related to certain dislocations of the light source are used as detector modes. …”
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Generic multidimensional economic environmental operation of power systems using equilibrium optimization algorithm by Mohamed T. Mouwafi, Adel A. Abou El-Ela, Amany A. El-Hamoly, Ragab A. El-Sehiemy

“…Abstract The economic emission load dispatch (EELD) problem is one of the main challenges to power system operators due to the complexity of the interconnected power systems and the non-linear characteristics of the objective functions (OFs). Therefore, the EELD problem has attracted significant attention in the electric power system because it has important objectives. …”
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Trade-off between computation time and solution quality for integrated generation and transmission expansion planning with N-1 security criterion by Lucas Y. Okamura, Carmen L.T. Borges, Gianfranco Chicco

“…The main outcome is that one of the proposed methods, in which the future cost function is maintained fixed during the generation and transmission optimization and is recalculated only in the final simulation of the system operation, achieves results very close to the fully integrated generation, transmission, and operation optimization method. …”
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Mother Paul’s care for his Corinthian children: A text-centered analysis of 1 Cor. 3:1–4 metaphor by Tsholofelo J. Kukuni

“…The objective is to demonstrate that Paul functions more as an anti-patriarchal nurturing parent than as a traditional patriarchal adherent, offering fresh insights into his rhetorical practices. …”
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PO25 | Baseline thrombin generation test does not predict thrombotic events in acute leukemia: a monocentric prospective study

“…Global coagulation assays such as thrombin generation assay (TGA) may provide a more comprehensive picture of the hemostatic state. …”
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Generation and evaluation of a novel PI3K-targeting gene therapy in the failing mouse heart and healthy sheep heart by Sebastian Bass-Stringer, Daniel G. Donner, Clive N. May, Aya Matsumoto, Emma I. Masterman, Aascha A. D'Elia, Yi Ching Chen, Helen Kiriazis, Jieting Luo, Roger Chooi, Clara Liu Chung Ming, Paul Gregorevic, Colleen J. Thomas, Bianca C. Bernardo, Kate L. Weeks, Julie R. McMullen

“…We generated and assessed adeno-associated viruses (AAV6) encoding various PI3K constructs, with different enhancers, promoters and transgene components in healthy adult male mice. …”
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Mitigating malicious denial of wallet attack using attribute reduction with deep learning approach for serverless computing on next generation applications by Amal K. Alkhalifa, Mohammed Aljebreen, Rakan Alanazi, Nazir Ahmad, Sultan Alahmari, Othman Alrusaini, Ali Alqazzaz, Hassan Alkhiri

“…Serverless computing, Function-as-a-Service (FaaS), is a cloud computing (CC) system that permits developers to construct and run applications without a conventional server substructure. …”
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Application of Machine Learning Methods for Identifying Wave Aberrations from Combined Intensity Patterns Generated Using a Multi-Order Diffractive Spatial Filter by Paval. A. Khorin, Aleksey P. Dzyuba, Aleksey V. Chernykh, Muhammad A. Butt, Svetlana N. Khonina

“…A multi-order combined diffraction spatial filter, integrated with a set of Zernike phase functions (representing wavefront aberrations) and Zernike polynomials, enables the simultaneous formation of multiple aberration-transformed point spread function (PSF) patterns in a single plane. …”
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Numerical Investigation of 2D Ordered Pillar Array Columns: An Algorithm of Unit-Cell Automatic Generation and the Corresponding CFD Simulation by Qihao Jiang, Stefano Rocca, Kareem Shaikhuzzaman, Simone Dimartino

“…The algorithm is developed to incorporate functional and operational constraints, which ensure that the generated structures are permeable and suitable for chromatographic separations. …”
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Enhancing Negative Film Colorization through Systematic CycleGAN Architectural Modifications: A Comprehensive Analysis of Generator and Discriminator Performance by Khaulyca Arva Artemysia Khaulyca, Arief Suryadi Satyawan Arief, Mokhammad Mirza Etnisa Haqiqi Mirza, Helfy Susilawati Helfy, Beni Wijaya Beni, Sani Moch Sopian Sani, Muhammad Ikbal Shamie Ikbal, Firman Firman

“…Modifications included the addition of residual blocks, alterations in filter quantities, activation functions, and inter-layer connections. The Evaluation was conducted qualitatively and based on generator and discriminator loss values. …”
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Development of generating heat energy from empty oil palm bunch powder in cylinder bio-stove with pyrolysis and gasification technology by Paul David Rey, Mujiyono, Didik Nurhadiyanto, Helmi Kusuma Perdana, Eddy Rusly

“…The bio-stove has been proven functional and produces stable heat energy to boil 1.5 liters of water with generated heat energy of ±110 Kcal in ±6 min, almost equal to an LPG stove, which is ±180 Kcal in ±6 min [1]. …”
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