Bearing Small Sample Fault Diagnosis based on Data Generation and Transfer Learning by Dinghui Wu, Qin Fang, Chuyi Wu

“…First， the source dataset is trained on the training network to obtain the source model， and then a small amount of drive-end data is used as the target dataset to fine-tuning to obtain the target model. …”
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Establishing a long-term predictive model for aggressive behavior in schizophrenia: a 21-year longitudinal study in rural China by Hui Jin, Hui Jin, Cong Wang, Cong Wang, Yi-Yue Yang, Yi-Yue Yang, Lie Zhou, Lie Zhou, Yun Xiao, Yun Xiao, Yang Wen, Yang Wen, Jawad Ahmad, Jawad Ahmad, Yun-Fei Mu, Yun-Fei Mu, Jia Cai, Ming Li, Wei Luo, Xiao-Fei Zhou, Jian-Jun Luo, Bo Liu, Eric Yu-Hai Chen, Mao-Sheng Ran, Mao-Sheng Ran

“…A clinically practical nomogram was built to assess the risk of aggressive behavior in individuals with schizophrenia in rural China, which may facilitate early detection and intervention of these individuals, particularly in rural areas with limited resources. …”
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Spectral domain optical coherence tomography: a better OCT imaging strategy by Zahid Yaqoob, Jigang Wu, Changhuei Yang

“…There are two approaches to SDOCT—one that uses a broadband source and a spectrometer to measure the interference pattern as a function of wavelength and the other that utilizes a narrowband tunable laser that is swept linearly in k ∼ 1/λ space during spectral fringe data acquisition. …”
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Ultra-high-energy γ-ray emission associated with the tail of a bow-shock pulsar wind nebula

“…The source energy spectrum extended up to 300 TeV, which was well fitted by a log-parabola function with N0 = (1.93 ± 0.23) × 10−16 TeV−1 cm−2 s−1, α = 2.14 ± 0.27, and β = 1.20 ± 0.41 at E0 = 30 TeV. …”
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New strategies and advancements in the synthesis of metal organic frameworks for PAHs removal by Cong Thanh Nguyen, Edgar N. Tec-Caamal, Arunadevi Natarajan, Nguyen Chi Thanh

“…Advancing an innovative technology for detecting and capturing PAHs is essential for safe, and sustainable living. …”
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TRIM study protocol - a prospective randomized multicenter Trial to assess the Role of Imaging during follow-up after radical surgery of stage IIB-C and III cutaneous malignant Mel... by Ylva Naeser, Hildur Helgadottir, Yvonne Brandberg, Johan Hansson, Roger Olofsson Bagge, Nils O. Elander, Christian Ingvar, Karolin Isaksson, Petra Flygare, Cecilia Nilsson, Frida Jakobsson, Olga del Val Munoz, Antonis Valachis, Malin Jansson, Charlotte Sparring, Lars Ohlsson, Ulf Dyrke, Dimitrios Papantoniou, Anders Sundin, Gustav J. Ullenhag

“…Early onset of treatment seems to improve outcome, which suggests that early detection of recurrent disease should be beneficial. …”
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Optimised Neural Network Model for Wind Turbine DFIG Converter Fault Diagnosis by Ramesh Kumar Behara, Akshay Kumar Saha

“…VMD’s robustness stems from its ability to decompose a signal into intrinsic mode functions (IMFs) with well-defined centre frequencies and bandwidths. …”
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From Lab to Life: Self‐Powered Sweat Sensors and Their Future in Personal Health Monitoring by Nan Gao, Guodong Xu, Gang Chang, Yuxiang Wu

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Multiparameter Constraints on Empirical Infrasound Period-Yield Relations for Bolides and Implications for Planetary Defense by Elizabeth A. Silber, Josep M. Trigo-Rodríguez, Iyare Oseghae, Eloy Peña-Asensio, Mark Boslough, Rodney Whitaker, Christoph Pilger, Philip Lubin, Vedant Sawal, Claus Hetzer, Randy Longenbaugh, Peter Jenniskens, Brin Bailey, Esther Mas Sanz, Patrick Hupe, Alexander N. Cohen, Thom R. Edwards, Sasha Egan, Reynold E. Silber, Summer C. Czarnowski, Miro Ronac Giannone

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On Power-Off Temperature Attacks Potential Against Security Sensors by Maryam Esmaeilian, Vincent Beroulle, David Hély

“…Although numerous security sensors and attack detectors have been proposed in the literature to detect different sources of FIAs, it is crucial to ensure that these mechanisms themselves have not been tampered. …”
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Unlocking the potential of circulating small extracellular vesicles in neurodegenerative disease through targeted biomarkers and advancements in biosensing by Saqer Al Abdullah, Ivy Cocklereece, Kristen Dellinger

“…Neurodegenerative diseases (NDDs) gradually affect neurons impacting both their function and structure, and they afflict millions worldwide. …”
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CRISPR-Cas- and Aptamer-based Systems for Diagnosing Pathogens: A Review by Helin Yu, Wenwen Jing, Xunjia Cheng

“…Finally, we discuss Cas14-based tools as functionally stronger platforms for the detection of non-nucleic acid targets.…”
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Environmental Levels and Degradation Behavior of Pharmaceuticals and Personal Care Products (PPCPs) in the Water Environment by Zhaohe ZHANG, Dian CHEN, Wei ZHAO, Guoli YUAN, Jun LI, Xingchun JIAO

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Re-use of Building Products in the Netherlands by Loriane Icibaci

“…The key findings in this segment were: Organizational The practice of reuse currently functions as an appendix of the demolition industry, bringing benefits as well as disadvantages. …”
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Operational monitoring of acoustic sensor networks by V. A. Boltenkov, G. Kh. M. Al-Jasri

“…Both of them are based on the placement of the test sound source within a network. The signal processing for ASN sensors had to detect the failed element. …”
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The high-quality telomere-to-telomere genome assembly of the earthworm (Amynthas aspergillum) by Guangquan Peng, Yanghe Qin, Zhiming Yan, Mingwei He, Yucheng Zhao, Neng Jiang, Changhong Wei

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Texture-preserving and information loss minimization method for infrared and visible image fusion by Qiyuan He, Yongdong Huang

“…TPFusion consists of the following key components: a multi-scale feature extraction module for enhancing the capability of capturing features; a texture enhancement module and contrast enhancement module, which helps to preserve fine-grained textures and extract salient contours and contrast information; a dual-attention fusion module for fusing the features extracted from the source images; an information content based loss function minimizing the feature discrepancy between the fused images and the source images and effectively reducing the information loss. …”
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A long-term reconstruction of a global photosynthesis proxy over 1982–2023 by Jianing Fang, Xu Lian, Youngryel Ryu, Sungchan Jeong, Chongya Jiang, Pierre Gentine

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The effect of PLGA-PEG-PLGA modification on the sol-gel transition and degradation properties by J. Oborna, L. Mravcova, L. Michlovska, L. Vojtova, M. Vavrova

“…Itaconic acid, obtained from renewable resources, delivers a reactive double bond and carboxylic functional group to the end of PLGA-PEG-PLGA copolymer: this is important for a reaction with biologically active substances. …”
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Impact of health literacy in patients with chronic musculoskeletal disease--systematic review. by Yoon K Loke, Ina Hinz, Xia Wang, Gill Rowlands, David Scott, Charlotte Salter

“…The sample sizes may not have been sufficiently large to enable detection of significant associations.<h4>Conclusions</h4>The current evidence does not show a consistent association between low health literacy and poorer functional outcomes in patients with chronic musculoskeletal conditions. …”
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