Klasifikasi Pola Pergerakan Bola Mata Menggunakan Metode Multilayer Backpropagation by Karina Amadea, Fitra A. Bachtiar, Gusti Pangestu

“…Sedangkan untuk parameter-parameter yang digunakan yaitu learning rate sebesar 0,7 dan iterasi sebanyak 100 iterasi. …”
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Scalability analysis of heavy-duty gas turbines using data-driven machine learning by Shubhasmita Pati, Julian D. Osorio, Mayank Panwar, Rob Hovsapian

“…The ML model, trained on data from various operating conditions and performance parameters, aims to uncover intricate relationships and patterns, resembling GT characteristics at different scales (ratings). …”
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Consensus-Driven Development of an Exercise Base Manual Programme for Prediabetic Patients: A Delphi Study by Hafeez S, Shakil-Ur-Rehman S, Riaz S, Hafeez S, Hafeez JS, Mumtaz H

“…Initial recommendations were rated by panalists through a 5-point Likert scale. …”
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Effects on HbA1c of referral of type 2 diabetes patients to secondary care by Kjersti Nøkleby, Anne K. Jenum, Esben Selmer Buhl, Tor Claudi, John G. Cooper, Signe Flottorp, Karianne F. Løvaas, Sverre Sandberg, Tore Julsrud Berg

“…We used latent class trajectory modelling to identify subgroups of patients with similar patterns of HbA1c one year before to one year after the first consultation at a DOC. …”
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Tuberculin skin test repetition after TNF-α inhibitors in patients with chronic inflammatory arthritis: a long-term retrospective cohort in endemic area by Vanessa de Oliveira Magalhães, Karina Rossi Bonfiglioli, Carina More Frade Gomes, Eloisa Bonfá, Ana Cristina de Medeiros-Ribeiro, Carla Gonçalves S. Saad, Marcelo de Medeiros Pinheiro

“…Conclusion These results indicate that TST repetition is associated with a high conversion rate, suggesting the need for recommended treatment. …”
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Adipose-Derived Stem Cells for Cartilage Tissue Engineering: A Bibliometric Analysis of Trends and Themes by Zhang J, Wu K, Zhou L, Zheng S

“…Bibliometric and visualized analysis was performed using VOSviewers (V 1.6.20), CiteSpace (V 6.3.R1) and Bibliometrix (R 4.3.3).Results: A total of 436 English articles were analyzed, involving 2356 authors from 1532 institutions across 50 countries/regions, contributing to 189 journals. The annual growth rate of publications was 8.73%, peaking in 2021. …”
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Spatiotemporal Variability and Drivers of Cropland Non-Agricultural Conversion Across Mountainous County Types: Evidence from the Qian-Gui Karst Region, China by Qingping Lu, Siji Zhu, Zhaofu Xiao, Guifang Zhu, Jie Li, Jiahao Cui, Wen He, Jun Sun

“…Specifically, the growth rate of the CNAC area was the highest in apparent mountainous (110.36%) and quasi-mountainous counties (100.5%), followed by semi-mountainous counties (95.28%), while entirely mountainous (40.89%) and pure hilly counties (37.68%) experienced the lowest growth, revealing distinct regional disparities. (2) Spatially, CNAC exhibited a pattern of “high in the north and south, low in the central region”, and the overall level of CNAC displayed significant regional imbalances, with extreme grades distributed in provincial capitals, high and medium grades concentrated in prefecture-level city districts, and light and low grades mainly located in counties and districts (accounting for more than 55.56% of the total number of research units in the two time periods). (3) There was significant spatial heterogeneity in the driving effect of factors influencing CNAC. …”
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A holistic framework for intradialytic hypotension prediction using generative adversarial networks-based data balancing by Hsuan-Ming Lin, JrJung Lyu

“…This yielded an Original Training dataset of 95,856 samples (14.73% IDH rate) and a test set (15.21% IDH rate). From this Original Training dataset, a Generative Adversarial Network (GAN) was employed to construct a balanced dataset comprising 163,470 samples. …”
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Safer Baby Bundle intervention for reducing perinatal mortality in Ethiopia: a quasi-experimental study by Mesfin Tadese, Saba Desta Tessema, Solomon Hailemeskel, Alemayehu Moges, Michael Amera Tizazu, Getnet Mitike Kassie

“…Additionally, the intervention significantly reduced the incidence of non-reassuring fetal heart rate patterns during labour (adjusted risk ratio (aRR)=0.78, 95% CI 0.64 to 0.95), low birth weight (aRR=0.77, 95% CI 0.60 to 0.98) and the need for neonatal resuscitation (aRR=0.59, 95% CI 0.37 to 0.94). …”
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Dietary Supplementation with Algae Powders and Carotenoids Enhances Growth Performance and Tissue-Specific Carotenoid Accumulation in Penaeus Vannamei by Pujiang Liu, Chengwei Huang, Qian Shen, Qijun Luo, Rui Yang, Haimin Chen, Wei Wu, Juanjuan Chen

“…The results showed that both macroalgae and carotenoid supplementation significantly enhanced weight gain rate (WGR) and specific growth rate (SGR) compared to the control group, with the zeaxanthin and fucoxanthin groups exhibiting the greatest improvements (1.6-fold and 1.3-fold, respectively). …”
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From Funding Equity Initiatives to Research Productivity: Quantifying the Impact of NSF ADVANCE Awards on Recipients’ Publication Trajectories by Alexander J. Gates, Laura K. Nelson, Rachael Grudt, Kathrin Zippel

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From Margin to Mainstream: Informal Street Vendors and Local Politics in Kolkata, India by Tathagata Chatterji, Souvanic Roy

“…Power relations and engagement patterns between the street vendors and the state authorities had changed over years, impacting quality of life within the core city and its long term sustainability. …”
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Emoji-Driven Sentiment Analysis for Social Bot Detection with Relational Graph Convolutional Networks by Kaqian Zeng, Zhao Li, Xiujuan Wang

“…Subsequently, seven sentiment-based features are extracted to quantify statistical disparities in emotional expression patterns between bot and human accounts. An attention gating mechanism is further designed to dynamically fuse these sentiment features with user description, tweet content, numerical attributes, and categorical features. …”
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Dynamics of free amino acids in beef during thermal processing and mathematical modeling of doneness correlation by Jiayu Sun, Lifen Wang, Zehua Huang, Nianguo Guo, Hongzhou An, Xiaobin Zhan, Mehdi Abddollahi, Zoltan Kovacs

“…During the frying process, beef proteins and free amino acids exhibit recognizable patterns that correspond to the central temperature. …”
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Candidate circRNAs related to skeletal muscle development in Dazu black goats by Chengli Liu, Pu Yang, Xiao Wang, Baiju Xiang, Guangxin E, Yongfu Huang

“…Furthermore, the expression pattern of 10 DEcircRNAs with RT-qPCR was verified, which showed 80% concordance rate with that of RNA_seq datasets. …”
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Dual-omics analysis reveals B vitamin regulation and metabolism in Areca Catechu inflorescence by Wenxiu Jiang, Xiaoxia Liu, Weiying Li, Jing Yang, Panjing Li, Minggeng Xie, Guangzhen Zhou

“…Notably, we characterized a key rate-limiting enzyme in the thiamine biosynthesis pathway, the thiazole synthase (AcTHI1), that plays a crucial role in regulating thiamine biosynthesis. …”
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Factors associated with the serum 25-hydroxyvitamin D levels in adults by Sue-Hsien Chen, Shu-Ching Chen, Yo-Ping Lai, Pin-Hsuan Chen, Kun-Yun Yeh

“…A self-reported depression rating score; health beliefs; and health-related quality of life (HRQoL) factors were assessed with questionnaires. …”
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Sexual behaviors and associated factors among first-year undergraduates at overseas Chinese-oriented universities in China by Zulin Chen, Zulin Chen, Yikun Zheng, Lihan Lin, Lihan Lin, Yongjun Chen, Yunting Zheng, Hongmiao Chen, Hongmiao Chen

“…It also explores sexual behavior patterns and prevention strategies in a multicultural context.MethodsA cluster sampling method was employed to conduct a questionnaire survey among the 2024 cohort of freshmen at Huaqiao University (n = 4,892) in October 2024. …”
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Pancreatic islet β-cell subtypes are derived from biochemically-distinct and nutritionally-regulated islet progenitors by Monica E. Brown, Verda E. Miranda, Simone Nevills, Ruiying Hu, Prasanna K. Dadi, Alan J. Simmons, Yanwen Xu, Yilin Yang, Mahircan Yagan, Sadia Najam, Leesa L. Sampson, Mark A. Magnuson, David A. Jacobson, Ken S. Lau, Emily Hodges, Guoqiang Gu

“…We show that islet progenitors with distinct gene expression and DNA methylation patterns produce β-cell subtypes of different secretory function, proliferation rate, and viability in male and female mice. …”
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Neoadjuvant chemoimmunotherapy versus neoadjuvant chemoradiotherapy in patients with borderline resectable esophageal squamous cell carcinoma by Jun-Peng Lin, Feng-Nian Zhuang, Wei-Jie Chen, Zhou Lin, Yu-Jie Chen, Xiao-Feng Chen, Hui Lin, Hao He, Peiyuan Wang, Hang Zhou, Wen-Wei Wei, Peng-Qiang Gao, Shuo-Yan Liu, Feng Wang

“…After PSM, the R0 resection rate (85.7% vs. 90.5%, P = 0.341) and pCR rate (19.0% vs. 26.2%, P = 0.269) were comparable between two groups, while the MPR rate in the NACI group was significantly lower than in the NCRT group (32.1% vs. 56.0%, P = 0.002). …”
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