Evaluating the generalisability of region-naïve machine learning algorithms for the identification of epilepsy in low-resource settings. by Ioana Duta, Symon M Kariuki, Anthony K Ngugi, Angelina Kakooza Mwesige, Honorati Masanja, Daniel M Mwanga, Seth Owusu-Agyei, Ryan Wagner, J Helen Cross, Josemir W Sander, Charles R Newton, Arjune Sen, Gabriel Davis Jones

“…Here, we use a novel approach to assess the suitability and applicability of such clinical tools to aid screening and diagnosis of active convulsive epilepsy in settings beyond their original training contexts.<h4>Methods</h4>We sourced data from the Study of Epidemiology of Epilepsy in Demographic Sites dataset, which includes demographic information and clinical variables related to diagnosing epilepsy across five sub-Saharan African sites. …”
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CoWO₄/Reduced Graphene Oxide Nanocomposite-Modified Screen-Printed Carbon Electrode for Enhanced Voltammetric Determination of 2,4-Dichlorophenol in Water Samples by Somayeh Tajik, Hadi Beitollahi, Fariba Garkani Nejad, Reza Zaimbashi

“…Water pollution with phenolic compounds is a serious environmental issue that can pose a major threat to the water sources. This pollution can come from various agricultural and industrial activities. …”
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Phytochemical and morpho-physiological response of Melissa officinalis L. to different NH4 + to NO3̄ ratios under hydroponic cultivation by Farzad Safaei, Abolfazl Alirezalu, Parviz Noruzi, Kazem Alirezalu

“…By comprehensively understanding the intricate dynamics among nitrogen sources, plants, and their surroundings, researchers and practitioners can devise inventive approaches to optimize nitrogen management practices and foster sustainable agricultural frameworks.…”
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Effect of preparation process on purity of tricalcium aluminate by Simona Ravaszová, Karel Dvořák, Andrea Jančíková

“…This multifaceted exploration enhances our understanding of clinker mineral synthesis, offering insights into optimizing purity based on grinding methods, sintering temperatures, and the impact of minor contaminants. …”
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Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt by Mohammed Aly, Abdullatif Ghallab, Islam S. Fathi

“…This combined model outperforms current diagnostic methods. Our framework was applied to primary MRI data sourced from the National Cancer Institute in Cairo, Egypt, and Brast2013/2015. …”
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Real-world utilization of Cenobamate as adjunct therapy in office-based neurology: practical tips and insights for titration by Patrick M. House, Lars Wiese

“…It also gives a glimpse into which ASMs are being used in the office-based setting in comparison to population and clinic-based data sources.MethodsThe cohort comprised 55 patients from two office-based outpatient practices (Niedergelassene) in Berlin (n = 25) and Hamburg (n = 30). …”
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Differentiation and identification of winter bread wheat verieties according to a complex of baking quality indicators by О. А. Демидов, В. М. Гудзенко, І. В. Правдзіва

“…Reveal the features of the formation of a quali­ty indicator complex in winter bread wheat depending on the growing seasons, preceding crops and sowing dates, as well as differentiate and identify genotypes with high and stable levels of manifestation. Methods. Field, laboratory, statistical. Results. …”
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A societal cost-benefit analysis of falls prevention in community-dwelling older people in the Netherlands by Martien J.M. Panneman, Ed F. van Beeck, Branko F. Olij, Juanita A. Haagsma, Frans van Zoest, Judith I. Kuiper, Suzanne Polinder

“…We conducted a societal cost-benefit analysis (SCBA) of falls prevention interventions in the Netherlands in order to show the stepwise approach, data sources needed and analyses that characterize this method. …”
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Bridging intentions and outcomes: a program theory approach to residency accreditation standards by Dana Tenne-Fishbain, Yehuda L. Danon, Rachel Nissanholz-Gannot

“…This study examined the clarity, comprehensiveness, adequacy, and validity of current Israeli residency accreditation standards as a case example for evaluating such systems. Methods We conducted a qualitative evaluation study using Program Theory framework to analyse multiple data sources: Supreme Accreditation Board protocols (2014–2023), documents, including standards and questionnaires from 11 purposively sampled specialties, and semi-structured interviews with 28 stakeholders. …”
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The Association Between COPD, Acute Exacerbations of COPD, and Survival in COPD, with Fat-Free Body Mass Index: A Systematic Review and Meta-Analysis by Hu C, Song B, Liu X, Sun L, Li M, He X

“…Subgroup analyses assessed smoking status and AE sources, with Sensitivity analyses, Egger’s test and trim-and-fill method evaluating robustness and publication bias.Results: A pooled analysis including 17 studies involving 4239 patients with COPD revealed that FFMI levels in COPD group were significantly lower than those in control group (WMD = − 0.84; 95% CI: − 1.63, − 0.05). …”
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Development and Validation of a Suite of E-Probes for Electronic Diagnostic Nucleic Acid Analysis (EDNA) for 20 Graft-Transmissible Pathogens of Citrus Using MiFi and Blind Ring Te... by D. M. Nascimento, S. Bodaghi, H. Wang, M. R. Ribeiro-Junior, R. Campos, T. Dang, F. Osman, J. Habiger, A. S. Espindola, G. Vidalakis, K. F. Cardwell

“…These e-probes were optimized using the MiFi bioinformatics platform for specificity, sensitivity, and detection limits through both in silico and in planta testing. …”
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Efficacy and safety of omega-3-enriched lickable treats as adjunctive therapy for feline chronic gingivostomatitis: A randomized controlled trial by Panithi Sukho, Sekkarin Ploypetch, Chakkarin Satthathum, Phirom Prompiram, Warunya Chakritbudsabong

“…Further research with larger cohorts, extended durations, and sensitive scoring systems is warranted to optimize treatment protocols.…”
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FEN-MRMGCN: A Frontend-Enhanced Network Based on Multi-Relational Modeling GCN for Bus Arrival Time Prediction by Ting Qiu, Chan-Tong Lam, Bowie Liu, Benjamin K. Ng, Xiaochen Yuan, Sio Kei Im

“…Accurate bus arrival time prediction is crucial for enhancing passenger experience and optimizing smart city transit systems. Existing methods, typically based on single-route, sparse stop data, struggle with the complex spatiotemporal interactions present in dense stop areas and multi-route networks, resulting in lower prediction accuracy. …”
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Hybrid causal inference framework for long-chain drought propagation networks: Combining convergent cross-mapping and generalized random forest by Jiayou Wang, Zhi Li, Yaning Chen, Shiru Han, Lingxin Kong

“…The hydrological cycle in inland river basins of arid regions operates as a closed system with diverse recharge sources. In these areas, drought propagation exhibits strong high-dimensional nonlinearity, making it difficult for traditional linear models and time–frequency analysis methods to capture the complex dynamic causal relationships. …”
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The efficacy of low-level laser therapy in oral surgery: A systematic review of randomized controlled trials by Alain Chaple Gil, Leonardo Díaz, Alfredo Von Marttens, Claudio Sotomayor, Javier Basualdo, Víctor Beltrán, Gilbert Jorquera, Rodrigo Caviedes, Eduardo Fernández

“…It also aimed to identify optimal laser parameters for future clinical application. …”
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Relevansi konsep pemikiran pendidikan dan kebudayaan George S. Counts dan Ki Hajar Dewantara dengan kompetensi peserta didik abad 21 by Sekar Purbarini Kawuryan

“…For this reason, the optimal role of educators is needed in varying the learning process by using various methods so that education can carry out its functions to overcome social crises and cultural backwardness, so as to enhance humanity. …”
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Efficacy and safety of distinct regimens for individuals with advanced EGFR-mutated non-small-cell lung cancer who progressed on EGFR tyrosine-kinase inhibitors: a systematic revie... by Wengang Zhang, Jian Xiong, Yujie Li, Jing Nie, Wencheng Zhao, Zhiyi Guo, Xinyue Liu, Qianqian Zhang, Xuyang Chen, Li Ye, Zhimin Chen, Hao Wang, Kandi Xu, Lishu Zhao, Yujin Liu, Lihua Huang, Yuhang Li, Yayi He

“…Design: A systematic review and network meta-analysis (NMA) using a Bayesian framework. Data sources and methods: The PubMed, Embase, Cochrane Library databases, and abstracts of ASCO, ESMO, and WCLC were searched from database inception to November 3, 2024, to identify eligible randomized controlled trials (RCTs) that assessed distinct regimens for individuals with advanced EGFR-mutated NSCLC who progressed on TKIs. …”
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Dynamic Evolution, Spatial Differences, and Convergence of Land Green Use Efficiency in Resource-based Cities by BIAN Zhiqiang, ZHANG Qianhua

“…［Objective］ To reveal the spatiotemporal evolution, distribution dynamics, spatial differences, and convergence characteristics of land green use efficiency in resource-based cities, in order to clarify the land use status, optimize the national spatial development pattern, and provide a reference for comprehensive green transformation of economic and social development. …”
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Hereditary Colorectal Cancer Syndromes: Small Bowel Cancer Risk and Endoscopic Surveillance Strategies by Edoardo Borsotti, Francesca Laura Nava, Felice Benedicenti, Laura Cini, Andrea Magarotto, Davide Ferrari, Paolo Cantù, Marco Vitellaro, Emanuele Rausa, Federica Cavalcoli

“…This review aims to evaluate and compare current endoscopic techniques for small bowel surveillance in these patients. <b>Methods:</b> A comprehensive review was conducted using peer-reviewed studies sourced from PubMed. …”
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Effect of Petiveria alliacea leaf extract and its active components on heart muscle cell apoptosis induced by hyperglycemia by Nurmawati Fatimah, Sri Agus Sudjarwo, Arifa Mustika, Suharjono Suharjono, Jusak Nugraha, Hari Basuki Notobroto, Rochmah Kurnijasanti, Reny I&apos;tishom, Wibi Riawan, Alphania Rahniayu

“…Therefore, it is necessary to conduct research on the potential for new drug sources with minimal side effects. Traditional medicine empirically uses the plant Petiveria alliacea. …”
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