Color image hybrid noise filtering algorithm based on deep convolution neural network by Yongfei Yu, Yuanjian Yan

“…First, the color information of the image is described quantitatively by digital means. The common method is to build color space model. …”
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An automated network-based tool to search for metabolic vulnerabilities in cancer by Luis V. Valcárcel, Edurne San José-Enériz, Raquel Ordoñez, Iñigo Apaolaza, Danel Olaverri-Mendizabal, Naroa Barrena, Ana Valcárcel, Leire Garate, Jesús San Miguel, Antonio Pineda-Lucena, Xabier Agirre, Felipe Prósper, Francisco J. Planes

“…Here, we present gmctool, a freely accessible online tool that allows us to accomplish this task in a simple, efficient and intuitive environment. gmctool exploits the concept of genetic Minimal Cut Sets (gMCSs), a theoretical approach to synthetic lethality based on genome-scale metabolic networks, including a unique database of synthetic lethals computed from Human1, the most recent metabolic reconstruction of human cells. gmctool introduces qualitative and quantitative improvements over our previously developed algorithms to predict, visualize and analyze metabolic vulnerabilities in cancer, demonstrating a superior performance than competing algorithms. …”
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Targeting ocular tissues with intravenously administered aptamers selected by in vivo SELEX by Sonja Korhonen, Katja Stenberg, Umair Seemab, Piia Bartos, Katariina Mäkiniemi, Jørgen Kjems, Daniel Miotto Dupont, Astrid Subrizi

“…Drugs and carrier molecules that penetrate ocular tissues after intravenous administration are needed for more efficient and patient-friendly treatment of ocular diseases. …”
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TPA and PET Photo-Degradation by Heterogeneous Catalysis Using a (Al₂O₃)_0.75TiO₂ Coating by Mónica A. Camacho-González, Alberto Hernández-Reyes, Aristeo Garrido-Hernández, Octavio Olivares-Xometl, Natalya V. Likhanova, Irina V. Lijanova

“…The combination of the catalytic properties of Al₂O_3/TiO₂ formed an efficient system to degrade the ubiquitous pollutants TPA and PET. …”
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Proton-coupled electron transfer controls peroxide activation initiated by a solid-water interface by Jian-Hua Chen, Wan-Ting Li, Kun-Yu Cai, Hui-Jie Tu, Zi-Tong Long, Shoaib Akhtar, Lin-Dong Liu

“…These findings will inform future developments in O–O activation technologies, enabling more efficient redox activity via the tight coupling of protons and electrons.…”
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A Versatile Reporter Platform for Evaluating HDR- and NHEJ-Based Genome Editing in Airway Epithelial Cell Cultures Using an rAAV Vector by Soo Yeun Park, Zehua Feng, Xiujuan Zhang, Yinghua Tang, Donovan Richart, Kai E. Vorhies, Jianming Qiu, John F. Engelhardt, Ziying Yan

“…We also established a versatile human gene editing reporter (GER) airway basal cell line capable of multipotent differentiation, enabling real-time visualization of editing outcomes and the quantitative assessment of HDR- and NHEJ-based editing efficiencies. …”
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Cabazitaxel suppresses colorectal cancer cell growth via enhancing the p53 antitumor pathway by Wen Zhang, Ruiqian Sun, Yongjun Zhang, Rong Hu, Qian Li, Weili Wu, Xinyu Cao, Jiajian Zhou, Jianfeng Pei, Ping Yuan

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Quantifying the Detection Sensitivity and Precision of qPCR and ddPCR Mechanisms for eDNA Samples by Gledis Guri, Jessica Louise Ray, Andrew Olaf Shelton, Ryan P. Kelly, Kim Præbel, Elizabeth Andruszkiewicz Allan, Nigel Yoccoz, Torild Johansen, Owen S. Wangensteen, Tanja Hanebrekke, Jon‐Ivar Westgaard

“…ABSTRACT Environmental DNA (eDNA) detection employing quantitative PCR (qPCR) and droplet digital PCR (ddPCR) offers a non‐invasive and efficient approach for monitoring aquatic organisms. …”
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Inner and Internal Areas in the European Cohesion Policies by Giuseppe Scanu, Carlo Donato, Gavino Mariotti, Caterina Madau, Veronica Camerada, Silvia Battino, Cinzia Podda, Salvatore Lampreu

“…This analysis led to policy recommendations for the efficient implementation of measures funded by EU cohesion policies.…”
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Low-Frequency Model Constrained Petrophysical Estimation Based on Canonical Correlation Analysis by Hanming Chen, Lingqian Wang, Yamei Cao, Ning Wang, Hui Zhou, Mingyu Yang

“…Petrophysical estimation serves as a critical tool for quantitative interpretation in reservoir characterization, bridging the gap between petrophysical and elastic parameters. …”
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DeepCristae, a CNN for the restoration of mitochondria cristae in live microscopy images by Salomé Papereux, Ludovic Leconte, Cesar Augusto Valades-Cruz, Tianyan Liu, Julien Dumont, Zhixing Chen, Jean Salamero, Charles Kervrann, Anaïs Badoual

“…To evaluate DeepCristae, quantitative assessments are carried out using metrics we derived by focusing on the mitochondria and cristae pixels rather than on the whole image as usual. …”
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Exploring the role of Peanut (Arachis hypogaea L.) root architecture in enhancing adaptation to climate change for sustainable agriculture and resilient crop production: A review by Yohannes Gelaye, Jihua Li, Huaiyong Luo

“…Biotechnological tools, including quantitative trait loci (QTL) mapping and CRISPR/Cas-based genome editing, are being harnessed to manipulate root traits at the molecular level. …”
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A novel study of the impact of supply chain complexity on the bullwhip effect by Mohammed El-Beheiry, Raghda Taha, Tamer Ismail, Yasmin Adel

“…Objectives: The research quantitatively studies the effect of the strategic supply chain structure at the design phase on amplifying the bullwhip effect. …”
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MGLI-Former: a multi-scale and global-local information interactive attention transformer for urban shantytown extraction by Shouhang Du, Shaoyu Wang, Yuhao Hua, Shu Peng, Fei Qin, Xue Li, Yufei Wu

“…Shantytowns, characterized by poor living conditions and simple houses, necessitate efficient extraction and analysis for urban planning. …”
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Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises by Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao

“…Furthermore, a marginal utility-based approach is employed to prioritize product improvement attributes quantitatively, ensuring that the most impactful attributes are addressed efficiently. …”
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Development and pre-evaluation of a “DiagNurse” mobile app to support nurses in clinical diagnosis using the ADDIE model by Grzegorz Józef Nowicki, Wiktoria Mazurek, Alicja Waśkowicz, Ewa Kowalczyk, Julia Kozioł, Marek Miłosz, Mariusz Dzieńkowski, Barbara Ślusarska

“…Abstract Healthcare workers are increasingly utilising cutting-edge technology, including mobile apps, to enhance patient health care and ensure efficient professional performance. The aim of this study was to design, develop and evaluate an educational mobile app dedicated towards being employed by nursing students and practicing nurses to support the clinical assessment of a patient’s health condition in nursing care. …”
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Recommendations for optimising pilot and feasibility work in surgery by K. Fairhurst, S. Potter, J. M. Blazeby, K. N. L. Avery

“…Adoption and utilisation of these recommendations will optimise surgical PAFS, facilitating successful and efficient future surgical trials.…”
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Thermal Transport in Polyethylene Reinforced with H/CH₃/C₂H₅ Functionalized Graphene: A Molecular Dynamics Study by Nava Zarkhah, Mostafa Baghani, Daniel George, Ali Rajabpour, Majid Baniassadi, Mohammadreza Aghaei

“…These findings offer quantitative insights into optimizing polymer nanocomposites for thermal management applications, such as microelectronics and energy storage systems, where efficient heat dissipation is important.…”
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Thermal-mechanical coupled stress prediction of printed circuit heat exchanger in the supercritical CO2 Brayton cycle by Junlin Chen, Wenhai Du, Keyong Cheng, Xunfeng Li, Xiulan Huai, Jiangfeng Guo, Pengfei Lv, Hongsheng Dong

“…This study addresses a critical gap in the thermal-mechanical stress assessment of PCHE for SCO2 Brayton cycles by developing novel quantitative models to predict equivalent stresses at semicircular channel tips. …”
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Spatial–Frequency Fusion Network With Learnable Fractional Fourier Transform for Remote Sensing Imaging Enhancement by Wenyu Xu, Maohan Liang, Yuxu Lu, Ruobin Gao, Dong Yang

“…Experimental results on both synthetic and real-world remote sensing datasets show that the SFFNet achieves significant improvements in quantitative metrics and visual quality. Moreover, the SFFNet demonstrates strong practical potential in remote sensing object detection by improving accuracy and robustness.…”
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