A Bootstrapping Convolutional Neural Network Technique for Optimizing Automated Detection of Equatorial Plasma Bubbles by Optical All‐Sky Imagers by Daniel Okoh, Claudio Cesaroni, Babatunde Rabiu, Kazuo Shiokawa, Yuichi Otsuka, Samuel Ogunjo, Aderonke Akerele, John Bosco Habarulema, Bruno Nava, Yenca Migoya‐Orué, Punyawi Jamjareegulgarn, Adeniran Seun, Ogechi Adama, George Ochieng, James Ameh, Adero Awuor, Paul Baki

“…This study presents a novel bootstrapping convolutional neural network (CNN) approach to optimize automated EPB detection on ASI images for operational space weather monitoring applications, and overcoming challenges related to image variability and imbalanced data sets. Data used for CNN training were obtained from the optical mesosphere thermosphere imagers ASI installed at the Space Environment Research Laboratory, National Space Research and Development Agency, Abuja during the period from 2015 to 2020. …”
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Whole-genome sequencing-based analysis of Brucella species isolated from ruminants in various regions of Türki̇ye by Songül Ötkün, Sevil Erdenliğ Gürbi̇lek

“…This study, which aimed to investigate the differences among Brucella spp. isolates originating from different regions of Türkiye, for implications for public health and veterinary medicine. …”
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Predicting Index Trend Using Hybrid Neural Networks with a Focus on Multi-Scale Temporal Feature Extraction in the Tehran Stock Exchange by Mohammad Osoolian, Ali Nikmaram, Mahdi Karimi

“…Additionally, incorporating additional market indicators and exploring intraday data sources could further enhance prediction accuracy and robustness. …”
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Missed nursing care and associated factors among Ethiopian nurses: a systematic review and meta-analysis by Kirubel Eshetu Haile, Atitegeb Alebachew Amsalu, Gizachew Ambaw Kassie, Yordanos Sisay Asgedom, Tsion Zebdiwos Chema, Amanuel Yosef Gebrekidan, Gedion Asnake Azeze

“…All studies on missed nursing care among nurses in Ethiopia published up to February 2, 2025, have been retrieved and the necessary data were extracted by using a standardized data extraction format. …”
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Clinical applicability and cost of a 46-gene panel for genomic analysis of solid tumours: Retrospective validation and prospective audit in the UK National Health Service. by Angela Hamblin, Sarah Wordsworth, Jilles M Fermont, Suzanne Page, Kulvinder Kaur, Carme Camps, Pamela Kaisaki, Avinash Gupta, Denis Talbot, Mark Middleton, Shirley Henderson, Anthony Cutts, Dimitrios V Vavoulis, Nick Housby, Ian Tomlinson, Jenny C Taylor, Anna Schuh

“…With a median turnaround time of seven working days, an integrated clinical report was produced indicating the variants detected, including those with potential diagnostic, prognostic, therapeutic, or clinical trial entry implications. Accompanying phenotypic data were collected, and a detailed cost analysis of the panel compared with single gene testing was undertaken to assess affordability for routine patient care. …”
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Biological heart and brain ageing in subjects with cardiovascular diseases by Elizabeth Mcavoy, Elizabeth Mcavoy, Elizabeth Mcavoy, Matthias Wilms, Matthias Wilms, Matthias Wilms, Matthias Wilms, Matthias Wilms, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert

“…This dataset included 7,500 healthy females and 6,684 healthy males. The data from healthy subjects was used to train biological brain age prediction machine learning models. …”
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The dark side of generative artificial intelligence: A critical analysis of controversies and risks of ChatGPT by Krzysztof Wach, Cong Doanh Duong, Joanna Ejdys, Rūta Kazlauskaitė, Pawel Korzynski, Grzegorz Mazurek, Joanna Paliszkiewicz, Ewa Ziemba

“…Implications & Recommendations: It is important to regulate the AI/GAI market. …”
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Comparative susceptibility of wild and laboratory-reared Aedes and Anopheles larvae to ivermectin by Cheick Oumar W. Ouédraogo, Fabrice A. Somé, André B. Sagna, Emmanuel Sougué, Dieudonné D. Soma, Mady Ndiaye, Fangala Hamidou Coulibaly, Sié H. Pooda, Lamidi Zela, Christophe Roberge, El Hadji A. Niang, Karine Mouline, Roch K. Dabiré

“…Conclusion Overall, these data showed how development parameters of laboratory-raised and wild-derived Anopheles and Aedes larvae are affected differently by ivermectin, highlighting potential implications for vector control strategies and ecological concerns regarding non-target organisms and environment persistence. …”
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Assessment of the attractiveness of a region for coffee production: the case of Karo Regency by Syahbudin Hasibuan, Zulkarnain Lubis, Sri Ariani Safitri, Zahraturrahmi Zahraturrahmi, Marizha Nurcahyani

“…Data were collected using interviews, structured questionnaires, and field observations. …”
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A Convergent Mixed-Methods Evaluation of a Co-Designed Evidence-Based Practice Module Underpinned by Universal Design for Learning Pedagogy by Stephanie Craig, Hannah McConnell, Patrick Stark, Nuala Devlin, Claire McKeaveney, Gary Mitchell

“…<b>Methods</b>: A pre/post-test design was used to collect data on student attitude, knowledge, and utilization of EBP. …”
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A Cost-Effectiveness Analysis of Mosunetuzumab vs Tisagenlecleucel for Treatment of Third- or Higher-Line (3L+) Relapsed or Refractory (R/R) Follicular Lymphoma (FL) in Italy by Luminari S, Pinto A, Puccini B, D’Arpino A, Omodeo Salè E, Bellone M, Pradelli L, Sabinot A

“…Even in a scenario where tisagenlecleucel maintained a PFS advantage with assumed equivalence in OS, mosunetuzumab still showed a favorable cost-saving profile due to its lower incremental costs.Conclusion: In the Italian setting, mosunetuzumab is a cost-effective treatment option compared to tisagenlecleucel for adult patients with R/R 3L+ FL, presenting favourable outcomes from the perspective of the NHS. Future research and data collection efforts are crucial to validate these findings and reduce uncertainties regarding long-term clinical and economic implications.Keywords: economic evaluation, oncology, social cost, hospital cost…”
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Association between female genital mutilation/cutting and caesarean delivery in singleton births across Sub-Saharan Africa by Demisu Zenbaba, Sylvester Okeke, Deborah Okeke-Obayemi, Sanni Yaya

“…Abstract Introduction Female Genital Mutilation/Cutting (FGM/C) has significant implications for reproductive health, including childbirth. …”
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Microscopic prevalence and risk factors of asymptomatic malaria in Gorgora, western Dembia, Northwest Ethiopia: exploring hidden threats during minor transmission season by Tena Cherkos, Adane Derso, Wossenseged Lemma, Aberham Abere, Teshiwal Deress, Banchamlak Tegegne, Gebeyaw Getnet Mekonnen, Abebe Birhanu, Yalewayker Tegegne

“…Giemsa-stained blood smear microscopy was employed for the diagnosis of Plasmodium species. The data were entered into Epi Data version 4.6 and exported to SPSS version 25 for analysis. …”
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Controlled and Real-Life Investigation of Optical Tracking Sensors in Smart Glasses for Monitoring Eating Behavior Using Deep Learning: Cross-Sectional Study by Simon Stankoski, Ivana Kiprijanovska, Martin Gjoreski, Filip Panchevski, Borjan Sazdov, Bojan Sofronievski, Andrew Cleal, Mohsen Fatoorechi, Charles Nduka, Hristijan Gjoreski

“…By providing a reliable and noninvasive method for tracking eating behavior, it has the potential to revolutionize how dietary data are collected and used. This could lead to more effective health interventions and a better understanding of the factors influencing eating habits and their health implications.…”
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Identification of therapeutic target genes for age-related hearing loss through systematic genome-wide mendelian randomization of druggable genes by Kun Zhang, Bo Hou, Tao Yan, Ruru Qiao, Peng Qu, Xinbo Xu, Hanbing Zhang

“…Background: Age-related hearing loss (ARHL) is a common sensory disorder with significant public health implications. However, few effective treatment options are available. …”
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Willingness to pay for a new biopesticide to control mango fruit flies by Boureima Tassembédo, Mathieu Ouédraogo, Karim Nébié, Antonio Alain Coffi Sinzogan, Patrice Toé

“…To achieve this goal, a cross-sectional data were gathered from a sample of 341 mango growers. …”
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Effect of statins and antihyperglycemics on chronic kidney disease in patients with type 2 diabetes mellitus: a retrospective cohort study with a 12-year follow-up by Ammar Abdulrahman Jairoun, Chong Chee Ping, Baharudin Ibrahim, Dina Farhan Al Jawamis, Asma Khaled Al Jaberi, Tasnim Dawoud, Khuloud Jamal Mohammed, Faris El-Dahiyat, Moyad Shahwan

“…Background: Chronic Kidney Disease (CKD) represents a significant worldwide health challenge, with far-reaching implications for both patients and healthcare systems. …”
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Etiological characteristics of 3,691 cases of microbial keratitis: an 8-year longitudinal study by Yi Xu, Bianjin Sun, Yangyang Shen, Huijing Xu, Yunfeng Gu, Liping Mao, Ying Liang, Qingsong Lu, Meiqin Zheng

“…This study addresses a critical component of ophthalmic microbiology by analyzing long-term data to identify trends in etiological agents and their clinical implications. …”
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Reims/Durocortorum, ville gauloise ? Hypothèses pour une nouvelle problématique des origines de l’agglomération by Robert Neiss

“…Recent investigations have reopened questions that remained unanswered and suggest the need for a systematic re-examination of the archaeological data and its implications. This includes both the data that was collected over the course of ancient discoveries, as well as during better documented, more recent excavations. …”
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Correlation Between Dynamic Contrast-Enhanced CT Imaging Signs and Differentiation Grade and Microvascular Invasion of Hepatocellular Carcinoma by Liu Y, Zhou Y, Liao C, Li H, Zhang X, Gong H, Pu H

“…In terms of quantitative data, the MVI-positive group exhibited higher maximum tumor length, AST, ALT, AFP levels and the ALBI score (P< 0.05). …”
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