SurfaceVision: An Automated Module for Surface Fault Detection in 3D Printed Products by Laukesh Kumar, Manoj Kumar Satyarthi

“…This paper introduces SurfaceVision, an automated system for surface fault detection in 3D printed products, leveraging the ResNet-18 architecture as the backbone. Our framework utilizes a combination of contrastive learning and multi domain loss function to identify and classify defects with high accuracy. …”
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Unlocking health insights: exploring intention to adopt district health information systems in Bahir Dar City, northwest Ethiopia by Habtamu Alganeh Guadie, Amarech Kindie, Hunegnaw Almaw Derseh, Desta Debalkie Atnafu

“…BackgroundDistrict Health Information System version 2 (DHIS2) is an open-source platform designed for data collection, processing, analysis, and visualization within healthcare systems. …”
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Digital Platforms for the Built Environment: A Systematic Review Across Sectors and Scales by Michele Berlato, Leonardo Binni, Dilan Durmus, Chiara Gatto, Letizia Giusti, Alessia Massari, Beatrice Maria Toldo, Stefano Cascone, Claudio Mirarchi

“…Unlike existing reviews focused on single technologies or sectors, this work offers a cross-sectoral synthesis, highlighting shared challenges and opportunities across disciplines and lifecycle stages. It identifies the functional roles, enabling technologies and systemic barriers affecting digital platform adoption, such as fragmented data sources, limited interoperability between systems and siloed organizational processes. …”
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Context-Aware Gene Embedding Pipeline (CGEP): An Accessible, Regulatory-Region-Inclusive Embedding Framework for Interpretable Disease-Agnostic Prediction by Twaha Ahmed Minai, Zubair Ahmed Shaikh, Asim Imdad Wagan, M. Kamran Azim, Syed Muhammad Muaz, Muhammad Shoaib Siddiqui

“…To foster reproducibility, we provide open-source access to the entire pipeline, including modular scripts for data curation, embedding generation, and model training. …”
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TIPdb: A Database of Anticancer, Antiplatelet, and Antituberculosis Phytochemicals from Indigenous Plants in Taiwan by Ying-Chi Lin, Chia-Chi Wang, Ih-Sheng Chen, Jhao-Liang Jheng, Jih-Heng Li, Chun-Wei Tung

“…Search functions can be utilized to filter records of interest by botanical name, part, chemical class, or compound name. …”
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Enhanced recovery pathway for older people with hip fracture and cognitive impairment in acute hospitals: the PERFECTED research programme including an RCT by Chris Fox, Simon P Hammond, Lee Shepstone, Fiona Poland, Catherine Henderson, Tamara Backhouse, Bridget Penhale, Simon Donell, Martin Knapp, Douglas Lewins, Alasdair MacLullich, Martyn Patel, Opinder Sahota, Toby O Smith, Justin Waring, Jane L Cross

“…In the 12 months after fracture, patients are at increased risk of cognitive and functional decline, admission to long-term care institutions and higher mortality. …”
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Providing a Robust Dynamic Pricing Model and Comparing It with Static Pricing in Multi-level Supply Chains Using a Game Theory Approach by Sara Mehrjoo, Hanan Amoozad Mahdirji, Jalil Heidary Dahoei, Seyyed Hossein Razavi Haji Agha, Mahnaz Hosseinzadeh

“…Results This article introduces the development of a stochastic demand function utilizing genetic algorithms and particle optimization. …”
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Sunlight Noise Mitigation in FMCW LiDAR Using FADOF by Longfei Yin, Wei Tang, Ziwei Geng, Haodi Zhan, Lei Chen, Dasheng Qian, Guohua Wu, Bin Luo

“…To address this challenge, we have proposed a validation experiment utilizing FADOF technology. Specifically, we have introduced a FADOF component at the optical receiving end of the FMCW LiDAR, and we have implemented a dynamic frequency stabilization method that combines frequency stability with frequency modulation for the laser source in the transmitter. …”
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Chiral Amine Covalent Organic Cage Lingated with Copper for Asymmetric Decarboxylative Mannich Reaction by Kaihong Liu, Chunxia Tan, Lingli Yuan

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Cooperative Networking towards Maritime Cyber Physical Systems by Tingting Yang, Hailong Feng, Chengming Yang, Zhonghua Sun, Jiadong Yang, Fan Sun, Ruilong Deng, Zhou Su

“…The game theoretic procedure that converges to Nash equilibrium based on the utility and payoff function is illustrated. Simulation results demonstrate that our proposed strategy could effectively increase the throughput as well as the payoffs of the system.…”
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Extreme Warming Coordinately Shifts Root and Leaf Traits of Alpine Plants toward Conservatism by Jingya Zhang, Jianghui Chen, Yixuan Huang, Luhang Jiang, Ziyi Zheng, Huimin Zhou, Hao Wang, Huiying Liu

“…Trait network analysis further supported this view, showing that extreme warming increased root edge density and decreased leaf modularity, indicating a more integrated network of leaf and root traits to enhance resource utilization efficiency. Our findings suggest that extreme warming may drive a coupled shift toward more conservative traits in both leaves and roots within alpine grasslands, with significant implications for predicting future ecosystem dynamics under escalating climate extremes.…”
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Microbial dark matter spearheading the biogeochemical cycle in the Solar Lake of Taba, Egypt by Rehab Z. Abdallah, Ali H.A. Elbehery, Amged Ouf, Rania Siam

“…Some non-methanogenic MAGs had the genetic capacity to utilize methanol and glycine-betaine as carbon sources. …”
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Implementation of a Smart Home Intruder Detection System using a Vibrometer and ESP 32 CAM by Samuel Owoeye, Folasade Durodola, Adekunle Oyelami, Racheal Oladejo, Samuel Obasuyi, Ademola Qasim, Joshua Ogundairo

“…The topic of security is quite important; hence this paper presents the development and implementation of a Smart Intruder Detection System utilizing the ESP32-CAM board, the Vibrometer and the ATMega328P microcontroller to enhance lighting, security, and surveillance functionalities. …”
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Trait-mediated responses and co-occurrence patterns of breeding steppe birds under human footprint in Inner Mongolia by Wenyu Xu, Chunlu Wang, Yanqi Wang, Xi Yang, Lishi Zhang, Piotr Tryjanowski, Frédéric Jiguet, Zheng Han, Haitao Wang

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CD105+ fibroblasts support an immunosuppressive niche in women at high risk of breast cancer initiation by Eric G. Carlson, Jennifer C. Lopez, Yukiko Yamaguchi, Jackson Gibson, Saul J. Priceman, Mark A. LaBarge

“…Abstract Background Aging is the greatest risk factor for breast cancer, and although epithelial cells are the source of carcinomas, epithelial changes alone do not fully explain cancer susceptibility. …”
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Creating custom 3D printing material colors using optical modeling of waste plastic by Kimia Aghamohammadesmaeilketabforoosh, Joshua Givans, Morgan Woods, Joshua Pearce

“…To enable prosumers to create custom colors from their own recycled 3D printing waste this article presents a new open-source software named SpecOptiBlend. Specifically, this study introduces a novel method for customizing color filaments by recycling waste 3D printing samples, thereby enhancing the capabilities of color 3D printing. …”
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Lack of Amino Acid Alterations Within the Cochlear Nucleus and the Auditory Cortex in Acoustic Trauma-Induced Tinnitus Rats Using In Vivo Microdialysis by Shanshan Yuan, Huey Tieng Tan, Paul F. Smith, Yiwen Zheng

“…<b>Background/Objectives:</b> Tinnitus is a debilitating auditory disorder commonly described as a ringing in the ears in the absence of an external sound source. Sound trauma is considered a primary cause. …”
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A novel approach for predicting microbe-disease associations by bi-random walk on the heterogeneous network. by Shuai Zou, Jingpu Zhang, Zuping Zhang

“…Since the microbiome has a significant impact on human health and disease, microbe-disease associations can be utilized as a valuable resource for understanding disease pathogenesis and promoting disease diagnosis and prognosis. …”
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Epidemiology and regional variance of traumatic peripheral nerve injuries in Sweden: A 15-year observational study. by Martin Magnéli, Michael Axenhus

“…Understanding the incidence, trends, and anatomical distribution of such injuries is essential for targeted interventions and resource allocation.<h4>Methods</h4>This observational study utilized register-based data from the Swedish National Patient Register covering the period from 2008 to 2022. …”
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Integration of Daylight in Building Design as a Way to Improve the Energy Efficiency of Buildings by Adrian Trząski, Joanna Rucińska

“…According to the United Nations Environment Programme reports, buildings are responsible for nearly 40% of energy-related emissions; therefore, energy-optimized building design is crucial to reduce the reliance on non-renewable energy sources as well as greenhouse gas emissions. The OECD reports indicate the use of Building Information Modelling (BIM) as one of the effective strategies for decarbonization of buildings, since a 3D digital representation of both physical and functional characteristics of a building can help to design a more efficient infrastructure. …”
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