Research on multi dimensional feature extraction and recognition of industrial and mining solid waste images based on mask R-CNN and graph convolutional networks by Shuqin Wang, Na Cheng, Yan Hu

“…The graph structure was input into GCN for high-order feature extraction, where the neighbor information of nodes was aggregated through multi-layer graph convolution to update node features, ultimately fusing the high-order features and primary features output by GCN to obtain multidimensional features for classification, detection, and segmentation tasks, thereby improving the accuracy and efficiency of image analysis. The experimental results showed that this method performed well in both processing speed and accuracy, with an average processing time of 108.9 ms, an average accuracy of 96.33%, and an average F1 score of 95.87%. …”
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El Niño-driven flooding and mental health symptomology among adolescents and young adults in Peru by Ilan Cerna-Turoff, Hyunseung Kang, Katherine M. Keyes

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From unipotency to pluripotency: deciphering protein networks and signaling pathways in the generation of embryonic stem-like cells from murine spermatogonial stem cells by Nima Ghasemi, Hossein Azizi, Ali Qorbanee, Thomas Skutella

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Internet and telephone intervention to support patients discontinuing long-term antidepressants in primary care: the REDUCE research programme including RCT by Tony Kendrick, Beth Stuart, Hannah Bowers, Mahboobeh Haji Sadeghi, Helen Page, Christopher Dowrick, Michael Moore, Mark Gabbay, Geraldine Leydon, Guiqing Lily Yao, Shihua Zhu, Paul Little, Gareth Griffiths, Glyn Lewis, Carl May, Joanna Moncrieff, Chris F Johnson, Una Macleod, Simon Gilbody, Rachel Dewar-Haggart, Samantha Williams, Wendy O’Brien, Riya Tiwari, Catherine Woods, Tasneem Patel, Naila Khan, Emma Maund, Nadja van Ginneken, Amy Din, Claire Reidy, Rebecca Lucier, Bryan Palmer, Taeko Becque, Yumna Masood, Natalie Thompson, Ellen van Leeuwen, Marta Glowacka, Adam WA Geraghty

“…Qualitative interviews: Semistructured topic guides were used for interviews and focus groups, informed by normalisation process theory, which were audio-recorded, transcribed verbatim and analysed using reflexive thematic analysis. …”
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A Dual-Stream Deep Learning Architecture With Adaptive Random Vector Functional Link for Multi-Center Ischemic Stroke Classification by Mahesh Anil Inamdar, Anjan Gudigar, U. Raghavendra, Massimo Salvi, Raja Rizal Azman Bin Raja Aman, Nadia Fareeda Muhammad Gowdh, Izzah Amirah Binti Mohd Ahir, Mohd Salahuddin Bin Kamaruddin, Khairul Azmi Abdul Kadir, Filippo Molinari, Ajay Hegde, Girish R. Menon, U. Rajendra Acharya

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Statistical Approach to Research on the Relationship Between Kp/Dst Geomagnetic Indices and Total GPS Position Error by Mario Bakota, Igor Jelaska, Serdjo Kos, David Brčić

“…Satellite navigation data were processed using RTKLIB software in standalone mode with standardized atmospheric and orbital corrections. …”
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Brain connectivity disruptions in PTSD related to early adversity: a multimodal neuroimaging study by Richard O. Nkrumah, Traute Demirakca, Claudius von Schröder, Lemye Zehirlioglu, Noel Valencia, Yasmin Grauduszus, Sabine Vollstädt-Klein, Christian Schmahl, Gabriele Ende

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Data-driven segmentation of type 2 diabetes mellitus patients: an observational study on health care utilisation prior to an emergency department visit in Germany by Mirjam Rupprecht, Alessandro Campione, Yves Noel Wu, Antje Fischer-Rosinský, Anna Slagman, Dorothee Riedlinger, Martin Möckel, Thomas Keil, Thomas Keil, Thomas Keil, Lukas Reitzle, Cornelia Henschke, Cornelia Henschke

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Expression and prognosis of NR3C1 in uterine corpus endometrial carcinoma based on multiple datasets by Yahui Shen, Peihan Yang, Yanping Lu

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Current experience and future potential of facilitating access to digital NHS primary care services in England: the Di-Facto mixed-methods study by Gary Abel, Helen Atherton, Jon Sussex, Nurunnahar Akter, Abodunrin Q Aminu, Wiktoria Bak, Carol Bryce, Christopher E Clark, Emma Cockcroft, Hamish Evans, Evangelos Gkousis, Georgia Jenkins, Caroline Jenkinson, Nada Khan, Jeffrey Lambert, Brandi Leach, Christine Marriott, Jennifer Newbould, Sarah Parkinson, Jo Parsons, Emma Pitchforth, Laura Sheard, Stephanie Stockwell, Chloe Thomas, Bethan Treadgold, Rachel Winder, John L Campbell

“…We undertook: non-participant observation of the process of DF and how practice staff and patients/carers interact with different types of DF, semistructured interviews with staff members and patients in each practice, and collected secondary analysis of documentation pertaining to digital services or facilitation within the practice. …”
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Online Direct Infusion Mass Spectrometry of Liquid–Liquid Extraction Phases for Metabolite and Lipid Profiling with the Direct Infusion Probe by Cátia Marques, Lena Blaase, Ingela Lanekoff

“…However, simultaneous detection of metabolites and lipids is generally hampered by chromatographic systems tailored to one molecular type. …”
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Primary methods of internationalisation of higher legal education by A. I. Gorylev, E. V. Kalinina

“…The gnoseological approach facilitated a more profound analysis of the nature of internationalisation and integration of education in the current international processes. …”
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Effect of year-round training on parameters of heart rate variability, central hemodynamics and physical working capacity in short-distance swimmers by Ye. L. Mykhaliuk, V. V. Syvolap, Ye. Yu. Horokhovskyi, M. S. Potapenko

“…Short ECG recordings of 5 minutes were used for the heart rate variability (HRV) analysis according to the International Standard. …”
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Social risks of e-learning in a digital society by E. V. Chmykhova

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The Impact of Decentralized Finance on the Activities of Traditional Financial Intermediaries by M. T. Belova, I. A. Rizvanova

“…The objectives are to study the theory of trust in relation to decentralized finance, identify problems of their development, assess the challenges and prospects for the impact of decentralized finance on the activities of traditional financial intermediaries. The authors use general scientific and special methods, including system, comparative analysis, generalization, scientific abstraction. …”
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Large-scale preparation of N-doped microporous-dominated carbon-based adsorbents for efficient removal of Chromium(VI): The synergistic effect of different nitrogen configurations by Qing Zhang, Tao Wang, Yujie He, Shengpeng Zuo, Zhongjing Zhao, Lu Zhang

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Sustainable Synthesis of Silver Nanoparticles Using Brassica oleracea (Broccoli) Extract for the Removal of Sodium Lauryl Sulfate by Pichika Satya Kedarnath, Chandra Sekhar Bali, Prakash D.V. Surya, Challapalli Krishnaveni, Challapalli Anuradha, Sai Kiran Rajana, Vangalapati Meena

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PREPOSITION IN THE SOCIO-CULTURAL SPACE OF LANGUAGE by Z. Kasyanova, C. Martirosyan

“…It is noted that the studies of recent years prove that the prepositions are subject to the general laws of cognitive categorization of the world, adopted in a particular language, and carry a considerable semantic and socio-cultural burden in the text. …”
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CASE STUDY in the system of a professionally-oriented foreign language teaching at higher school by Olga V. Igumnova

“…When writing the paper, such theoretical research methods as analysis, synthesis, systematization, generalization, abstraction, design and modeling of the educational process as well as case study application evaluation criteria were used. …”
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Evaluation of Evaporative Degradation of Arc Torch Cathodes in Hydrocarbon-Containing Plasmas for Spraying, Thermal Protection Testing and Related Technologies by A. V. Gorbunov, V. A. Gorbunova, O. G. Devoino, G. Petraconi Filho, A. A. Halinouski

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