A Lightweight Transformer Model for Defect Detection in Electroluminescence Images of Photovoltaic Cells by Yang Yang, Jing Zhang, Xin Shu, Lei Pan, Ming Zhang

“…To improve the real-time performance of the DEtection TRansformer (DETR) model on these edge devices, a novel Lightweight Decoder-only DETR (LD-DETR) is proposed for defect detection of PV modules, which achieves high performance and low computational cost with an easy architecture. We remove the resource-intensive Transformer Encoder structure from the DETR baseline so that the Decoder can directly utilize the finely fused features produced by a specialized lightweight convolution module that includes an upsample operation to preprocess the features. …”
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Low expression of CCKBR in the acinar cells is associated with insufficient starch hydrolysis in ruminants by Yan Cheng, Tianxi Zhang, Chao Yang, Kefyalew Gebeyew, Chengyu Ye, Xinxin Zhou, Tianqi Zhang, Ganyi Feng, Rui Li, Zhixiong He, Oren Parnas, Zhiliang Tan

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Metabolomic profiling of Akebia species: Comparative analysis of bioactive compounds in the pulp of A. trifoliata, A. trifoliata ssp. australis, and A. quinata by Mian Faisal Nazir, Tianjiao Jia, Jie Xu, Longyu Dai, Yafang Zhao, Shuaiyu Zou

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The development of medical networks through ICT in Japan by Tsutomu Nakamura

“…ICT applied to two cases (the Wakashio Medical Network in Chiba Prefecture and the Haniwa Health and Welfare Network in Miyazaki Prefecture) has promoted functional division and cooperation among medical institutions as well as the efficient use of resources on medical networks. …”
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Associations of Air Pollution and Pediatric Asthma in Cleveland, Ohio by Sumita B. Khatri, Cynthia Newman, Jeffrey P. Hammel, Tanujit Dey, Jeffrey J. Van Laere, Kristie A. Ross, Jerri A. Rose, Timothy Anderson, Shaibal Mukerjee, Luther Smith, Matthew S. Landis, Ann Holstein, Gary A. Norris

“…While higher particulate matter (PM) levels are associated with increased frequency of symptoms, lower lung function, and increase airway inflammation from asthma, the precise composition of the particles that are more highly associated with poor health outcomes or healthcare utilization are not fully elucidated. …”
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PRMT1-catalyzed NUSAP1 methylation enhances Notch2 signaling and 5-FU resistance in gastric cancer by Suting Jiang, Guoli Li, Shihan Peng, Shitong Chen, Yi Pang, Hongjuan Cui, Feng Wang

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A Cost Effectiveness Analysis of Spinal Cord Stimulation versus Conventional Medical Management for the Treatment of Low Back Pain Using Data from DISTINCT RCT and Medical Claims f... by Deer T, Heros R, Scarfo K, Gilligan C, Jameson J, Pilitsis JG, Desai MJ, Panchalingam T, Goates S, Benison AM, Okaro U, Falowski S

“…DISTINCT SCS patients utilized fewer healthcare resources and incurred lower costs than DISTINCT CMM patients. …”
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Assessing the impact of diet formulation and age on targeted bacterial establishment in laboratory and mass-reared Mediterranean fruit fly using full-length 16S rRNA sequencing by Charles J. Mason, Rosalie C. Nelson, Mikinley Weaver, Tyler J. Simmonds, Scott M. Geib, Ikkei Shikano

“…In laboratory and mass-reared insects, gut microbiomes can differ in composition and function compared to wild conspecifics. For fruit flies, such as the Mediterranean fruit fly (medfly; Ceratitis capitata), these changes can influence male performance and behavior. …”
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Load Balancing and Server Consolidation in Cloud Computing Environments: A Meta-Study by Mohammed Ala'anzy, Mohamed Othman

“…In terms of system behavior and workload, patterns of cloud computing are very dynamic; and that might serve to imbalance the load among data center resources. Eventually, some data-center resources could come to be over-loaded/under-loaded, which leads to an increase in energy consumption in addition to decreased functioning and wastage of resources. …”
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Machine Learning‐Enabled Drug‐Induced Toxicity Prediction by Changsen Bai, Lianlian Wu, Ruijiang Li, Yang Cao, Song He, Xiaochen Bo

“…This review may provide researchers with a valuable reference for understanding and utilizing the available resources to bridge prediction and mechanistic insights, and further advance the application of ML in drugs‐induced toxicity prediction.…”
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Comparative energy metabolism in red and white muscles of juvenile yellowfin tuna, Thunnus albacore by Zhiyuan Lu, Zhiyuan Lu, Qian Li, Edwine Yongo, Juan Xiao, Zhiqiang Guo, Zhiqiang Guo

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The transcription factors ADR1 or CAT8 are required for RTG pathway activation and evasion from yeast acetic acid-induced programmed cell death in raffinose by Luna Laera, Nicoletta Guaragnella, Maša Ždralević, Domenico Marzulli, Zhengchang Liu, Sergio Giannattasio

“…Yeast single and double mutants lacking RTG2 and/or certain factors regulating carbon source utilization, including MIG1, HXK2, ADR1, CAT8, and HAP4, have been analyzed for their survival and CIT2 expression after acetic acid treatment. …”
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Flexible Energy Supply Network Planning for Offshore Islands Considering Participation of Electric Vessels by Feiyu LI, Quan SUI, Xiangning LIN, Zhengtian LI, Fanrong WEI

“…Firstly, for the relative locations of typical offshore inhabited islands and resource islands as well as their renewable-energy output characteristics, a flexible energy supply network architecture is proposed, which includes EV energy links to connect inhabited islands, resource islands, and grid parallel points, so as to make full use of the renewable resources on uninhabited islands and the stable support capacity of the large grid. …”
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Identification of an IRF8 gene in common carp (Cyprinus carpio. L) and its regulatory role in immune responses by Yaoyao Zhu, Guiwen Yang

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Numerical Study on the Mechanism and Application of Artificial Free Surfaces in Bedrock Blasting of Shield Tunnels by Yanjun Qi, Linming Dou, Zhaoxing Dong, Zheng Jiang, Bo Meng, Junzhong Zhang

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Citronellol inhibits the activity of AtSRT1 to increase IAA content and signal transduction, promoting the growth of A. thaliana by Jin-Rui Wen, Hong-Yan Nie, Hong-Xin Liao, Fu-Rong Xu, Xiao-Yun Liu, Xian Dong

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A multi objective optimization framework for smart parking using digital twin pareto front MDP and PSO for smart cities by Dinesh Sahu, Priyanshu Sinha, Shiv Prakash, Tiansheng Yang, Rajkumar Singh Rathore, Lu Wang

“…The Pareto Front is then used for multi-objective optimization of the search domain, where the goal is to minimize the search time, use of energy, and traffic disruption, and maximize the availability of parking spaces. The MDP splits the resource allocation problem into a value function which can then model the real-time parking requests. …”
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A Year of Critical Care: The Changing Face of the ICU During COVID-19 by Atiya Dhala, Deepa Gotur, Steven Huan-Ling Hsu, Aditya Uppalapati, Marco Hernandez, Jefferson Alegria, Faisal Masud

“…Overall, the healthcare industry’s response to COVID-19 forced ICUs to become more efficient and dynamic, with improved patient safety and better resource utilization. This article provides an experiential account of Houston Methodist’s response to the pandemic and discusses the resulting impact on the function of ICUs.…”
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The Transcription Factor Basic Pentacysteine 5, RsBPC5, Enhances Lead Stress Tolerance in <i>Raphanus sativus</i> by Jian Xiao, Yongli Wen, Wenjing Kang, Fangzhou Yu, Chuan Liu, Zhenyu Peng, Dianheng Xu

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Row configuration affects plant growth and grain yield of drip-irrigated maize-soybean strip intercropping system by regulating photosynthetic capacity and grain filling process by Hongtai Kou, Zhenqi Liao, Yiyao Liu, Zhenlin Lai, Zhijun Li, Junliang Fan

“…Intercropping can establish multi-level, multi-crop, and multi-functional composite communities, making full use of limited resources. …”
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