FsDAOD: Few-shot domain adaptation object detection for heterogeneous SAR image by Siyuan Zhao, Yong Kang, Hang Yuan, Guan Wang, Hui Wang, Shichao Xiong, Ying Luo

“…Extensive experiments on FsDAOD on heterogeneous satellite-borne SAR image datasets have been conducted, and the experimental results have demonstrated that the detection rate of the proposed method exceeds the existing state-of-the-art methods by 5%.…”
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PHYTOTOXICITY AND ENZYMATIC ACTIVITY IN SOILS OF KALMYKIA UNDER THE INFLUENCE OF OIL POLLUTION by Aleksey A. Buluktaev

“…The aim is to study the change in the enzymatic activity in Kalmykia soils under oil pollution, as well as to study the phytotoxicity of contaminated soils. Methods. A laboratory experiment was conducted to study the phytotoxicity and enzymatic activity in soils. …”
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Comparison of Hydraulic Fracturing and Deflagration Fracturing Under High-Temperature Conditions in Large-Sized Granite by Hengtao Yang, Yan Zou, Bing Bai, Huiling Ci, Tiancheng Zhang, Zhiwei Zheng, Hongwu Lei

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Do technological innovations in working conditions influence consumer preferences for chicken meat? by Giulia Maesano, Vilma Xhakollari, Maurizio Canavari

“…In addition, consumers prefer a lower priced product and the organic option is strongly preferred over all other production methods. Finally, information about technological innovation does not influence consumers' purchase intentions.…”
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Linking Mechanisms in the Intergenerational Transmission of Mental Health: The Role of Sex in Parent–Adolescent Dynamics by Hye-Jung Yun, Jungyeong Heo, Cynthia B. Wilson

“…Methods: This study used a sample of 54,434 adolescents aged 12–17 from the 2016–2020 National Survey of Children’s Health (NSCH). …”
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Intervention of Astragalus Membranaceus Extract in rats of spinal cord injury: a systematic review and meta-analysis by Hongli Wu, Lanlan Yu, Hao Yang, Jiahao Li, Jing Deng, Zichao Zhou, Yufeng Tao, Fengjiao Chen, Leyi Zhang, Chi Zhang

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Correlations and comparisons of teacher expectations achievement motivation academic achievement and creativity by Jun Hu, Shan Qian

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Structural Model of Mental Health Based on Job Stress: The Mediating Role of Job Satisfaction and the Moderating Role of Job Experience in Employees of Aghajari Oil and Gas Exploit... by Mohamad Najafpour, Marzieh Mashalpourfard

“…Utilizing the Krejcie & Morgan table and the list of names, a sample of 260 individuals was drawn through simple random sampling. …”
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Waves of hurt faced by families due to a hospitalised relative with COVID-19 in the Cape Flats by Mondli Chiya, Karien Jooste, Amy Williams

“…Setting: Two health clinics in Cape Town, were identified that family members visited after the hospitalisation of a close relative with COVID-19. Methods: A descriptive phenomenological design was followed including 11 participants, heterogeneously purposefully sampled. …”
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Improving specialist palliative care discharges from hospitals and hospices to community settings: a qualitative interview study of the communication experiences of patients, carer... by Katharine Weetman, Catherine Grimley, Cara Bailey, Celia J. Bernstein, Jeremy Dale, Aprella Fitch, Sarah Mitchell, Rumandeep Tiwana, John I. MacArtney

“…Methods A qualitative interview study designed using an interpretive approach and reflexive thematic analysis methods. …”
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Transcriptomic insights into the mechanism of action of telomere-related biomarkers in rheumatoid arthritis by Lijuan Feng, Kaiyong Bai, Limeng He, Hao Wang, Wei Zhang

“…This study aimed to investigate the relationship between RA and telomeres.MethodsIn this study, we identified differentially expressed genes (DEGs) between RA and control samples by analyzing transcriptome data from a public database. …”
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Study on diffusion patterns of multi-component systems in porous media of carbonate gas storage by ZHANG Ruihan, HU Bo, PENG Xian, ZHANG Fei, WANG Yongchao, ZHAO Yulong

“…In this study, carbonate rock samples from the Upper Carboniferous Huanglong Formation (upper member) of the Wolonghe gasfield were examined, and the distribution of pore-throat radius were characterized using nuclear magnetic resonance and high-pressure mercury intrusion experiments. …”
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“He showed me a knife and said they would kill me and no one would know or care”: a qualitative study into the experiences of transnational sex workers in Ghana by Abdul-Hanan Saani Inusah, Andrew Mpagwuni Ziblim, Michael Boah

“…Methods This study utilized a qualitative phenomenological approach to explore the lived experiences of transnational FSWs in Ghana’s two largest cities, Accra and Kumasi. …”
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Study on Power Cycling Lifetime of Automotive IGBT Devices by Wangjun ZHOU, Jinhui LU, Haihui LUO, Xiang TANG, Chao FANG, Haotao KE, Yongdian PENG

“…The lifetime of power cycling test was extracted by using lifetime model and Weibull distribution.It can reduce the cost and period of experiments to 80% by using the new power cycling statistical method in this paper.…”
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Autonomous Quadrotor Path Planning Through Deep Reinforcement Learning With Monocular Depth Estimation by Mahdi Shahbazi Khojasteh, Armin Salimi-Badr

“…To reduce meaningless explorations, we introduce the Insight Memory Pool alongside the regular memory pool to provide a rapid boost in learning by emphasizing early sampling from it and relying on the agent's experiences later. …”
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Precise Crop Pest Detection Based on Co-Ordinate-Attention-Based Feature Pyramid Module by Chenrui Kang, Lin Jiao, Kang Liu, Zhigui Liu, Rujing Wang

“…In this area, deep learning technologies have come to represent the method with the most potential. However, for small-sized crop pests, recent deep-learning-based detection attempts have not accomplished accurate recognition and detection due to the challenges posed by feature extraction and positive and negative sample selection. …”
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MDFT-GAN: A Multi-Domain Feature Transformer GAN for Bearing Fault Diagnosis Under Limited and Imbalanced Data Conditions by Chenxi Guo, Vyacheslav V. Potekhin, Peng Li, Elena A. Kovalchuk, Jing Lian

“…Beyond performance metrics, this work also incorporates a Grad-CAM-based interpretability scheme to visualize hierarchical feature activation patterns within the discriminator, providing transparent insight into the model’s decision-making rationale across different fault types. Extensive experiments on the CWRU and Jiangnan University (JNU) bearing datasets validate that the proposed method achieves superior diagnostic accuracy, robustness under limited and imbalanced conditions, and enhanced interpretability compared to existing state-of-the-art approaches.…”
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A Study on Evaluation of Patient Satisfaction with National Tuberculosis Elimination Programme Services in Ahmedabad, India by Rujul Shukla, Sahil Solanki, Viral Dave, Bhavesh Modi, Rajesh Solanki

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Spatio-temporal distribution of Crimean-Congo Hemorrhagic Fever and its relationship with climate factors in Pakistan: A decade-long experience from tertiary care laboratory networ... by Muhammad Abbas Abid, Joveria Farooqi, Najia Ghanchi, Rabiya Owais, Ayesha Sadiqa, Humaira Shafaq, Erum Khan

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Cateterismo cardíaco: experiência vivenciada por pacientes hospitalizados [Cardiac catheterization: experience faced by hospitalized patients] [Cateterismo cardiaco: experiencia qu... by Tamires Diogo Alves de Lira, Melissa Negro-Dellacqua, Victor Emmanuell Fernandes Apolônio dos Santos

“…Method: descriptive study, with qualitative approach. …”
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