DBA-RTMDet: A High-Precision and Real-Time Instance Segmentation Method for Identification of Damaged Buildings in Postearthquake UAV Imagery by Kangsan Yu, Shumin Wang, Yitong Wang, Ziying Gu, Yuanhao Wang

“…Finally, to mitigate the interference caused by intact buildings that exhibit features, such as partially damaged roofs, we incorporated a cross atrous attention module. …”
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CFAR-DP-FW: A CFAR-Guided Dual-Polarization Fusion Framework for Large-Scene SAR Ship Detection by Tianjiao Zeng, Tianwen Zhang, Zikang Shao, Xiaowo Xu, Wensi Zhang, Jun Shi, Shunjun Wei, Xiaoling Zhang

“…These challenges are twofold: the detection of extremely small ships is often hindered by inadequate feature extraction, and the presence of inshore ships is obscured by pronounced land-based interference, both of which lead to reduced detection accuracy. …”
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A hydrogeomorphology-informed method for mapping continuous river networks from satellite imagery by Xiaodong Yi, Kang Yang, Wei Mao, Mengtian Man, Dinghua Chen, Jinyu Liu

“…However, existing methods and datasets still face the challenge of eliminating interference features and extracting continuous river networks. …”
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MS-275 facilitates osseointegration in osteoporotic rats by mitigating oxidative stress via activation of the miR-200a/Keap1/Nrf2 signaling pathway by Junjie Yan, Qinsong Gu, Jianqiao Li, Zhi Zhou, Wenkai Jiang, Wengang Guan, Bin Chen, Yuhu Chen, Min Yang

“…However, these effects were reversed after interference with miRNA-200a. In vivo,MS-275 effectively enhanced the microstructural features of distal femoral trabecular bone, increased the mineralization capacity of osteoblasts, and promoted bone formation.Discussion MS-275 can reverse oxidative stress-induced cell damage, promote bone healing, and improve osteoporosis by activating the miRNA-200a/Keap1/Nrf2 pathway.…”
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Repositioning Canagliflozin for Mitigation of Aluminium Chloride-Induced Alzheimer’s Disease: Involvement of TXNIP/NLRP3 Inflammasome Axis, Mitochondrial Dysfunction, and SIRT1/HMG... by Hemat A. Elariny, Ahmed M. Kabel, Heba Mohammed Refat M. Selim, Azza I. Helal, Doaa Abdelrahman, Hany M. Borg, Mennatallah A. Elkady, Lamees M. Dawood, Mohamed F. El-Badawy, Haifa Faisal A. Almalawi, El-Shaimaa A. Arafa, Shuruq E. Alsufyani, Hany H. Arab

“…<i>Conclusions:</i> The effects of canagliflozin on oxidative stress, mitochondrial functions, inflammatory pathways, and autophagy signals may open new gates towards the mitigation of the pathologic features of AD.…”
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Psychometric properties of the Chinese version of the M.D. Anderson symptom Inventory-Multiple Myeloma Module: a translation and validation study by Ting Wang, Weiwei Chen, Yingying Lin, LeiWen Tang, Junxiang Sun, Yao Ge, Yanke Mao, Huan Liu

“…Conclusions The Chinese version of the MDASI-MM scale demonstrates robust validity and reliability for evaluating clinical features in Chinese patients with multiple myeloma. …”
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Continuous underground observation of the geomagnetic field in Xuzhou City, North China, and its time-varying characteristics by Mei Han, Mei Han, Lianghui Guo, Lianghui Guo, Lianghui Guo, Yun Wang, Yun Wang, Xiang Wang, Xiang Wang

“…Furthermore, we analyzed the features of the wavelet spectrum of these observed data, variation curves of the geomagnetic field, and coupling of the geomagnetic-field variations between underground and ground. …”
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Executive Functions Assessment Based on Wireless EEG and 3D Gait Analysis During Dual-Task: A Feasibility Study by Pasquale Arpaia, Renato Cuocolo, Allegra Fullin, Ludovica Gargiulo, Francesca Mancino, Nicola Moccaldi, Ersilia Vallefuoco, Paolo De Blasiis

“…Several studies investigated cognitive-motor task and the interference during walking, highlighting an increasing risk of falls especially in elderly and people with neurological diseases. …”
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An Analysis Method of Principal Components of Power Quality Based on Fast S-transform by MAN Weishi, ZHANG Zhiyu, XI Lei

“…The simulation results show that the feature components of the FST module coefficients for voltage disturbances are focused on low-frequency band, so that the algorithm has the advantages of high accuracy, short runtime and somewhat anti-interference ability. …”
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Dynamic separate resource pool algorithm for vehicle-to-infrastructure communication by Jicheng Yin, Shengmin Zhao, Seung-Hoon Hwang

“…Moreover, NR-V2X sidelink feature allows users to randomly select a resource and maintain it for several periods, resulting in interference. …”
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基于EEMD与奇异熵增量谱的齿轮故障特征提取 by 杨望灿, 张培林, 吴定海, 陈彦龙

“…A method of feature extraction for gear fault based on Ensemble empirical mode decomposition（EEMD）and incremental spectrum of singularity entropy is put forward for the non-stationary and non-linear characteristics of gear vibration signal.Firstly,the gear vibration signal is decomposed into several smooth intrinsic mode functions（IMFs）by EEMD.The method of EEMD could take advantage of dyadic scale decomposition characteristics of the normal distribution white noise to suppress the problem of mode confusion in EMD.Because of the interference of background noise and residual assisted white noise,the gear fault feature is not extracted exactly from IMF.The method of singular value decomposition is used to remove the noise and reconstruct the IMF.The reconstruction order is determined according to the incremental spectrum of singularity entropy.Therefore the gear fault feature frequency could be extracted exactly.Results of simulation analysis and the gear fault test indicated that this method is accurate and effective for gear fault feature extraction.…”
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Noise Immunity Radio Link Model in Dynamic Intentional Exposure by S. V. Dvornikov, A. V. Pshenichnikov

“…To ensure the required interference immunity of a radio link is a crucial task nowadays. …”
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Adaptive Control of Short-Wave Data Transmission System Parameters by V. V. Egorov

“…The distinguishing feature of the objective functions is the fact that they do not depend on threshold values established subjectively. …”
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Research on intelligent segmentation method of coal body CT image fracture based on CBAM-UNet by Shuang Song, Yilun Xue, Suinan He, Xiang Ji, Xinshuang Cao, Guoying Liu, Juntao Chen, Hongjiao Chen

“…The convolutional block attention module is integrated into the model, enhancing fracture feature extraction across channel-spatial dimensions while suppressing coal matrix and mineral interference, effectively capturing cross-dimensional feature correlations to improve segmentation accuracy. …”
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Research on Correction Method of pin-by-pin Homogenization Environmental Effect of PWR Based on Machine Learning by LI Tianya1, 2, , LUO Qi3, , YAO Dong2, HE Caiyun1, CHAI Xiaoming2, CAI Yun2, ZHANG Bin2, ZHANG Hongbo2, LIAO Hongkuan1, DUAN Yongqiang1

“…By analyzing the machine learning model’s feature sensitivity, the combination features of pin material, location, surrounding assembly, energy spectrum, and leakage-related information were determined. …”

High-precision segmentation and quantification of tunnel lining crack using an improved DeepLabV3+ by Zhutian Pan, Xuepeng Zhang, Yujing Jiang, Bo Li, Naser Golsanami, Hang Su, Yue Cai

“…Furthermore, the normalization-based attention module and convolutional block attention module attention mechanisms are integrated to classify and process both high and low dimensional information features. This allows for comprehensive utilization of global semantic information and channel information, thereby enhancing the model’s feature extraction capability. …”
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Repurposing of the small-molecule adrenoreceptor-inhibitor carvedilol for treatment of the fibrotic lung by Maria Jordan, Maria Jordan, Kevin Schmidt, Kevin Schmidt, Maximilian Fuchs, Maximilian Fuchs, Annette Just, Angelika Pfanne, Lena Willmer, Lena Willmer, Lavinia Neubert, Christopher Werlein, Patrick Zardo, Andreas Pich, Thomas Thum, Thomas Thum, Jan Fiedler, Jan Fiedler

“…We validated drug-mediated effects on key features of fibroblast activation in functional assays and gene expression analyses in human embryonic lung fibroblasts (MRC-5). …”
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Advancing coal fire detection model for large-scale areas based on RS indices and machine learning by Jinglong Liu, Feng Zhao, Yunjia Wang, Yanan Wang, Sen Du, Libo Dang, Jordi J. Mallorqui

“…However, its accuracy suffers from solar radiation interference. In addition, there is limited research focused specifically on detecting coal fires over large areas. …”
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Paper strip sensor based on γ-fe2O3@prussian blue nanozyme for H2O2 detection by Zoha Babaei Afrapoli, Sharmin Kharrazi, Fardin Amidi, Ramin Rahimnia, Reza Faridi-Majidi

“…Oxidative stress can affect sperm features, such as viability, motility, and fertilization potential. …”
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METHOD OF SURGICAL GUIDE MANUFACTURING FOR DENTAL IMPLANTATION by І.V. Pavlish, V.М. Dvornik, N.О. Riabushko

“…Some of them require the exact account of anatomic features of area of implantation which can be realized by the use of information of computer tomography and CAD-CAM technologies (Nobel Guide: Nobel Biocare; SKYplanX: Bredent, SimPlant: Materialise Dental; Implant 3D: Med 3D та ін.), or by measuring of thickness of mucus membrane (mucosa mapping) taking into account information of panoramic skiagraphy. …”
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