Results of the first Russian survey of retinologists “SETCHAtochkaRU” by E. V. Bobykin, R. R. Fayzrakhmanov, S. Yu. Golubev, T. I. Dibaev, O. V. Zaytseva, V. N. Kazaikin, E. A. Larina, D. S. Maltsev, N. V. Neroeva, P. A. Nechiporenko, I. E. Panova, A. A. Plyukhova, S. N. Tultseva, A. Zh. Fursova, F. E. Shadrichev, M. M. Shishkin

“…Modern retinology includes various areas of diagnostics (including visualization of eye structures, electrophysiological and genetic methods), as well as drug, laser and microsurgical treatment and rehabilitation of the patients. …”
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Review of the trends, evolution, and future research directions of green hydrogen production from wastewaters – Systematic and bibliometric approach by Flavio Odoi-Yorke, Ephraim Bonah Agyekum, Mustafa Tahir, Agnes Abeley Abbey, Pradeep Jangir, Farhan Lafta Rashid, Hussein Togun, Wulfran Fendzi Mbasso

“…This paper analyzes the state of wastewater for green hydrogen production research, focusing on global trends, evolution, potential hotspots, and future directions, using a systematic, bibliometric, and organized review of research publications from 2013 to 2023 in the Scopus database. The visualization and quantitative evaluation of the data was conducted using the VOSviewer software, and the Biblioshiny package in the R-software. …”
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School-Based Teacher Mentoring – Further Evidence for the “Cinderella” Metaphor? by Carl Wilkinson

“…The participants were asked whether they held a title as a mentor, and their responses analyzed and interpreted according to Miles et al.’s (2020) “think display” visualization. Materials/methods. The literature has previously used the “Cinderella” metaphor to describe the role of school-based mentors. …”
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An in-depth understanding of stakeholders’ experiences about their participation in the co-production of ‘Maze Out’: a serious game for the treatment of eating disorders by Maria Mercedes Guala, Aida Bikic, Kim Bul, David Clinton, Anette Søgaard Nielsen, Helene Nygaard Nielsen, Martina Scarpelli, Luciana Schneider, Regina Christiansen

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Comparative Evaluation of Sequential Neural Network (GRU, LSTM, Transformer) Within Siamese Networks for Enhanced Job–Candidate Matching in Applied Recruitment Systems by Mateusz Łępicki, Tomasz Latkowski, Izabella Antoniuk, Michał Bukowski, Bartosz Świderski, Grzegorz Baranik, Bogusz Nowak, Robert Zakowicz, Łukasz Dobrakowski, Bogdan Act, Jarosław Kurek

“…In this study, we introduce the first Siamese framework that systematically contrasts GRU, LSTM, and Transformer sequential heads on top of a multilingual Sentence Transformer backbone, which is trained end-to-end with triplet loss on real-world recruitment data. This combination captures both long-range dependencies across document segments and global semantics, representing a substantial advance over approaches that rely solely on static embeddings. …”
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Statistics of regional differences and the status of budgetary system of the Russian Federation by O. V. Morozov, A. G. Biryukov, M. A. Vasiliev

“…Tabular and graphic methods of visualization of research results, statistical methods of processing of initial data were used. …”
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Network pharmacological approach combined with weighted gene co-expression network analysis identifies CDKN2A as the keg target of Changweiqing against colorectal cancer by Ma Zushuai, Ji Yanrong, Zhao Chengdu, Zhu Xu, Ding Qianshan

“…Core targets were further analyzed using Gene Expression Profiling Interactive Analysis platform, Human Protein Atlas database, University of ALabama at Birmingham CANcer data analysis Portal (UALCAN) and GeneMANIA database. …”
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An innovative model based on machine learning and fuzzy logic for tracking lower limb exercises in stroke patients by Utpal Chandra Das, Ngoc Thien Le, Timporn Vitoonpong, Chalermdej Prapinpairoj, Kawee Anannub, Wasan Akarathanawat, Aurauma Chutinet, Nijasri Charnnarong Suwanwela, Pasu Kaewplung, Surachai Chaitusaney, Watit Benjapolakul

“…Model training utilized data from 30 experienced physical therapists at King Chulalongkorn Memorial Hospital, Bangkok, Thailand, garnering positive evaluations from rehabilitation doctors. …”
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Small Modular Reactor based on NuScale with Thorium base by Diego M. E. Gonçalves, Marcelo Vilela da Silva, C. J. C. M. R. da Cunha, Giovanni L. Stefani

“…The team also conducted data analysis and visualization using SerpentTools in Python. …”
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AI-Enhanced 3D Models in Global Virtual Reality Case Conferences for Surgical Care in a Low-Income Country: Exploratory Study by Miriam Obst, Jan Arensmeyer, Henrik Bonsmann, Andreas Kolbinger, Joel Kigenyi, Francis Oneka, Benard Owere, Joachim Schmidt, Philipp Feodorovici, Jan Wynands

“…The use of XR technology facilitated detailed visualization and discussion of surgical strategies. …”
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A Comprehensive Review of Open Caisson Modeling Technology: Current Practices and Future Prospects by Jianxiu Wang, Naveed Sarwar Abbasi, Weqiang Pan, Weifeng Wu, Sharif Nyanzi Alidekyi, Xiaofei Zhang, Panfeng Guan, Hao Li, Ali Asghar, Bilal Ahmed

“…The modeling test results are compared to the state of the practice ground deformation prediction theories and measured results from field monitoring data. Findings indicate that the lateral earth pressure distribution aligns closely with the theoretical predictions based on Terzaghi’s and Berezantzev’s models, and lateral earth pressure diminishes gradually until the onset of active wall displacement. …”
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Decision-Making Factors Among Dentists for Using Dental Magnifying Loupes: A Cross-Sectional Study by Alghilan MA, AlShehri A, Almeshrafi A, Alrumi A, Aldibasi O

“…Box 3660, Riyadh, 11481, Kingdom of Saudi Arabia, Tel +966 11 4299 999 Ext. 95738, Email ghilanm@ksau-hs.edu.saPurpose: Dental magnifying loupes (DMLs) allow better visualization of the operative field and operator’s seating postures. …”
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Mapping the Evolution of IBD Treatment: A Bibliometric Study on Biologics and Small Molecules by Huibo Li, Jia Wang, Yang Hu, Wei Hu, Jun Li, Yang Liu, Rongsheng Zhao, Yi Zhun Zhu

“…VOSviewer software was utilized to assess co-authorship, co-occurrence, co-citation, and network visualization, followed by a further discussion on significant sub-themes. …”
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Identification of ZNF652 as a Diagnostic and Therapeutic Target in Osteoarthritis Using Machine Learning by Chen Y, Liang R, Zheng X, Fang D, Lu WW, Chen Y

“…A competitive endogenous RNA (ceRNA) visualization network was established to delve into potential regulatory targets. …”
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Diagnosis of the anatomic preconditions of intermittent testicular torsion by D. E. Sablin, V. V. Sizonov, I. M. Kagantsov, V. B. Shamik, Yu. V. Lukash

“…Ultrasound can be used to prove the presence of a “bell clapper» deformity by visualizing the spermatic cord proximal to the testis surrounded by fluid. …”
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Microbial metabolites in chronic heart failure and its common comorbidities by Sha Hua, Bomin Lv, Zeping Qiu, Zhuojin Li, Zhiyan Wang, Yanjia Chen, Yanxin Han, Katherine L Tucker, Hao Wu, Wei Jin

“…Additionally, key microbial metabolite‐based risk scores were superior in CHF prognosis than the traditional Framingham or Get with the Guidelines‐Heart Failure risk scores. Interactive visualization of these specific metabolite‐disease links is available on our omics data server ( https://omicsdata.org/Apps/REM‐HF/ ).…”
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Assessing anxiety and stress levels in undergraduate nursing students during their clinical placements: a quasi-experimental study by Leticia García-Velasco, Irene Alcoceba-Herrero, Sara García, María López, Irene Albertos-Muñoz, María-José Castro, José María Jiménez

“…Implementing new teaching strategies prior to the beginning of the practicum, such as the visualization of knowledge pills, could decrease anxiety and stress levels at the beginning and improve students’ academic results.…”
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Micro-computed tomographic evaluation of root and canal anatomy of maxillary first premolars in Iraqi sub-population by Abdullah Mohammed Aljawhar, Norliza Ibrahim, Azwatee Abdul Aziz, Hany Mohamed Aly Ahmed, Noor Hayati Azami

“…The images were segmented and three-dimensionally (3D) reconstructed using Mimics research software, for the evaluation of root canal morphology, isthmuses and accessory canals. The data were analysed using the Monte Carlo simulations for Chi-Square test with a significance level of 0.05. …”
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Multimodal deep learning with MUF-net for noninvasive WHO/ISUP grading of renal cell carcinoma using CEUS and B-mode ultrasound by Yixin Zhu, Ji Wu, Qiongxian Long, Yan Li, Hao Luo, Lu Pang, Lin Zhu, Hui Luo

“…ObjectiveThis study aimed to develop and validate a multimodal deep learning model that utilizes preoperative grayscale and contrast-enhanced ultrasound (CEUS) video data for noninvasive WHO/ISUP nuclear grading of renal cell carcinoma (RCC).MethodsIn this dual-center retrospective study, CEUS videos from 100 patients with RCC collected between June 2012 and June 2021 were analyzed. …”
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Youth entrepreneurship in Kazakhstan’s tourism: Potential and incentives for innovation by Aizhan Tleuberdinova, Nailya Nurlanova, Arailym Shokhamanova, Farida Alzhanova, Dinara Salauatova

“…A systematic approach was adopted, employing methods of logical analysis, correlation and regression analysis, synthesis, and data visualization. Between August and December 2024, a survey was administered across 20 regions of Kazakhstan to assess young people’s readiness for tourism entrepreneurship, identify barriers to its development, and explore innovative solutions. …”
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