Emergency Power Supply Management Strategy for Low-Performance Distribution Networks Based on Mobile Multi-Port Interconnection Equipment by Xin Ning, Tianhao Zhu, Tong Kang, Jiran Zhu, Keyan Liu, Lijing Sun, Jinliang You, Xin Wang, Qi Guo

“…Therefore, in this study, we comprehensively considered the energy time-shift characteristics of EVs and the flexible control function of soft open points (SOPs), integrated their advantages, and designed an emergency vehicle with SOP (EV-SOP) and its management strategy for distribution network line faults. …”
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Downhole Coal–Rock Recognition Based on Joint Migration and Enhanced Multidimensional Full-Scale Visual Features by Bin Jiao, Chuanmeng Sun, Sichao Qin, Wenbo Wang, Yu Wang, Zhibo Wu, Yong Li, Dawei Shen

“…The model is structured around an encoder–decoder backbone, enhanced by a full-scale connectivity mechanism, a residual attention block with dilated convolution, Res2Block elements, and a composite loss function. These components collectively support precise pixel-level segmentation of coal–rock imagery. …”
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PB-STR: A spatiotemporal transformer network for multi-behavior recognition of pigs by Yufan Hu, Xiaobo Wang, Rui Mao, Yusen Guo, Xianyao Zhu, Meili Wang

“…To enhance the model's proficiency in detecting and recognizing behaviors within overlapping regions, the detection head employs Minimum Points Distance Intersection over Union (MPDIoU) as its bounding box loss function, improving adaptability to variations in pig positions. …”
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Deep-Learning-Driven Insights into Nitrogen Leaching for Sustainable Land Use and Agricultural Practices by Caixia Hu, Jie Li, Yaxu Pang, Lan Luo, Fang Liu, Wenhao Wu, Yan Xu, Houyu Li, Bingcang Tan, Guilong Zhang

“…Analyses of the feature importance and SHAP values in the optimal XGBoost model identified soil organic matter, chemical nitrogen fertilizer input, and water input (including rainfall and irrigation) as the main indicators of nitrate leaching loss. The ML-based modeling method developed overcomes the difficulty of the determination of the functional relationship between nitrate loss intensity and its influencing factors, providing a data-driven solution for estimating nitrate–nitrogen loss in farmlands in North China and strengthening sustainable agricultural practices.…”
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Clinical Versatility of the Facility-Equator Implant System as Mandibular Overdenture Retainers by Anna Paula da Rosa Possebon, Alessandra Julie Schuster, Amália Machado Bielemann, Ana Paula Pinto Martins, Samille Biasi Miranda, Otacílio Luiz Chagas-Júnior, Luciana de Rezende Pinto, Fernanda Faot

“…Some studies pointed out that the use of 3 or more implants as MO retainers improves the biomechanics. …”
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Improved Field Obstacle Detection Algorithm Based on YOLOv8 by Xinying Zhou, Wenming Chen, Xinhua Wei

“…Third, WIoU v3 (Wise Intersection over Union v3) optimized the target boundary loss function, assigning greater focus to medium-quality anchor boxes and enhancing the detector’s overall performance. …”
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Detection Algorithm for Air Duct Clamp on Trains Based on RSA-YOLOv10n by WANG Dairong, ZHAO Yuhong, QU Xiaozhang, LIU Yi

“…These results show improvements of 0.2, 0.8, 0.2, and 0.3 percentage points compared to the YOLOv10n model. Furthermore, the RSA-YOLOv10n model proves a great improvement in the FPS value, while maintaining model size, GFLOPs, function loss value, and other parameters equivalent to those of the YOLOv10n model. …”
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Depression is not the only cause of cognitive impairment in chronic migraine by N. V. Latysheva, E. G. Filatova, D. V. Osipova

“…In this study 58 % of patients with chronic migraine complained of memory loss. Cognitive impairment was also found with PDQ-20. …”
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New method of surgical correction of lesser toes deformity by S. N. Leonova, I. V. Usoltsev, M. A. Kosareva

“…Three months after the operation, a statistically significant improvement was determined, according to the AOFAS LMIS scale, having reached 94.5 ± 4.64 points, which made it possible to speak about the achievement of a good functional result of treatment. …”
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Endurance training promotes chromatin closure and timely repression of the post-exercise immediate early stress response by Laura M. de Smalen, Volkan Adak, Aurel B. Leuchtmann, Konstantin Schneider-Heieck, Stefan A. Steurer, Christoph Handschin

“…Objectives: Endurance training is known to elicit numerous changes in skeletal muscle to enhance performance and function. Many of these adaptations are controlled by the modulation of transcriptional programs in myonuclei. …”
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Nucleolar proteomics identifies S100A16 as a key nucleolar protein driving breast cancer metastasis by Brandon J. Metge, Mohamed H. Elbahoty, Amr R. Elhamamsy, Anne E. Popple, Bhavya Papineni, Rajeev S. Samant, Lalita A. Shevde

“…Notably, chromatin immunoprecipitation mass spectrometry (ChIP-MS) revealed that S100A16 was associated at rDNA loci with RPA194, the catalytic subunit of RNA Polymerase I, indicating a role in rRNA biosynthesis. Functionally, loss of S100A16 disrupted RNA Polymerase I activation and subsequent rRNA synthesis, reversed epithelial-to-mesenchymal transition, inhibited invasion, and reduced metastatic incidence in animal models of breast cancer. …”
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An Artificial Neural Network Method for Simulating Soliton Propagation Based on the Rosenau-KdV-RLW Equation on Unbounded Domains by Laurence Finch, Weizhong Dai, Aniruddha Bora

“…This method randomly selects training points from the bounded computational space-time domain, and the loss function is designed based solely on the initial conditions and the Rosenau-KdV-RLW equation itself, without any boundary conditions. …”
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Longitudinal changes in total brain volume in schizophrenia: relation to symptom severity, cognition and antipsychotic medication. by Juha Veijola, Joyce Y Guo, Jani S Moilanen, Erika Jääskeläinen, Jouko Miettunen, Merja Kyllönen, Marianne Haapea, Sanna Huhtaniska, Antti Alaräisänen, Pirjo Mäki, Vesa Kiviniemi, Juha Nikkinen, Tuomo Starck, Jukka J Remes, Päivikki Tanskanen, Osmo Tervonen, Alle-Meije Wink, Angie Kehagia, John Suckling, Hiroyuki Kobayashi, Jennifer H Barnett, Anna Barnes, Hannu J Koponen, Peter B Jones, Matti Isohanni, Graham K Murray

“…Brain scans at both time points were obtained from 33 participants with schizophrenia and 71 control participants. …”
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Cagrilintide lowers bodyweight through brain amylin receptors 1 and 3Research in context by Alexandra Oliveira Carvas, Andrea Leuthardt, Patricia Kulka, Greta Lommi, Shad Hassan, Bernd Coester, Sofia Lundh, Tune Pers, Anna Secher, Kirsten Raun, Thomas A. Lutz, Christelle Le Foll

“…However, mRNA bulk sequencing points to a role of RAMP1/3 in synaptic function and receptor trafficking. …”
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Study Design and Baseline Characteristics of ALIGN, a Randomized Controlled Study of Atrasentan in Patients With IgA Nephropathy by Hiddo J.L. Heerspink, Meg Jardine, Donald E. Kohan, Richard A. Lafayette, Adeera Levin, Adrian Liew, Hong Zhang, Irene Noronha, Hernan Trimarchi, Fan Fan Hou, Ronny Renfurm, Todd Gray, Marianne Camargo, Jonathan Barratt

“…Atrasentan, a selective ETA receptor antagonist, has potential to reduce proteinuria and preserve kidney function in IgAN. ALIGN (NCT04573478) is a phase 3, randomized, double-blind, placebo-controlled clinical trial of atrasentan in patients with IgAN at high risk of kidney function loss. …”
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Formulation Optimization of Liquid Rapid-Freezing Cryopreservation Solution and Its Application Effectiveness on Tilapia by Ting DUNA, Lanqing PENG, Fanwei DAI, Feiping CHEN, Zheng LUO, Qiongyao WANG, Hailin Yue, Jijun Gong, Mingqiang YE

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Risk Assessment Approach of Toll Road Operator by A. Yu. Talavirya, M. B. Laskin

“…All such factors are modeled in the AnyLogic environment as random variables with a rich choice of distribution functions and their parameters.Results. A simulation model of a toll collection point at an exit from a toll road has been created to analyze the throughput of a toll booth with various configurations of toll lanes, various levels of user behavior errors and the provision of drivers with electronic means of travel registration. …”
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7-step endoscopic nipple-sparing mastectomy with implant-based breast reconstruction: nipple sensation preservation and low complications by Ze Huang, Zhijie Wu, Xiaoyan Fu, Yonghai Guo, Siyuan Lin, Jieying Chen, Zongyan Li, Zuxiao Chen, Haiyan Li

“…All four sensory types of the nipple—light touch, temperature, pressure, and pain—as well as erectile function, were preserved at favorable rates following the procedure. …”
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Nasal Reconstruction With Forehead Flap: Our 12 Years’ Experience by Santolo D’Antonio, MD, Francesco Castellaneta, MD, Vincenzo Rullo, MD, Anna De Rosa, MD, Piergiorgio Turco, MD, Michele Pio Grieco, MD, Tommaso Fabrizio, MD

“…From the aesthetic and functional point of view, reconstruction of the defects occurring after skin cancer removal creates a great challenge for the surgeon. …”
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Effects of Kinesio taping and extracorporeal shock wave therapy in combination with exercise in sarcopenic older adults: a study protocol of a double-blinded, randomized controlled... by Jiani Lu, Jie Liu, Yiyi Chen, Yilan Sheng, Lihua Chen, Fei He, Wenhua Chen, Bo Yu

“…Abstract Background Sarcopenia is an age-related disease characterized by loss of muscle mass and strength, and its prevalence is increasing. …”
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