Global fisheries sustainability performance data collected from pre-assessments against the Marine Stewardship Council’s fisheries standardZenodo by Jennifer Rasal, Michael C. Melnychuk, Sophie Ferber, Amanda Lejbowicz, Carlos Montero-Castaño, Catherine Longo

“…These are generally representative of the types of gears, target species, and habitat types of fisheries in the full set of reports including confidential reports. …”
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Interpersonal and systemic factors in initiating, developing and maintaining collaborations between European neurosurgical departments and institutions in low-resources settings: A... by Nicolò Marchesini, Vicki M. Butenschoen, Andreas K. Demetriades, Said Idrissa Ahmada, Fazlul Hoque, Thomas Kapapa, Patrick D. Kamalo, Pablo González-López, Rupavathana Mahesperan, Ondra Petr, Wilco Peul, Nicephorus Boniface Rutabasibwa, Ellianne J. dos Santos Rubio, Abenezer Tirsit Aklilu, Jake Timothy, Enoch O. Uche, Magnus Tisell

“…Future efforts should focus on developing targeted recommendations to strengthen global neurosurgical collaborations and address inequities in access to care.…”
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Mycobacterium leprae Slide Positivity at Felege Hiwot Comprehensive Specialized Hospital, Northwest Ethiopia: Seven Years Retrospective Study by Mulat Erkihun, Ayenew Assefa, Biruk Legese, Andargachew Almaw, Ayenew Berhan, Birhanu Getie, Teklehaimanot Kiros, Alemie Fentie, Yenealem Solomon, Bekele Sharew, Zelalem Asmare, Bayu Ayele

“…Socio‐demographic data like age, sex, and confirmed cases were collected carefully. Data were cleaned, coded, entered and analyzed with statistical package for social sciences version 23. …”
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MCO Perspectives on Medicaid Policy: Racial Equity in Pregnancy and Child Health by Christine McClure, Cynthia Salter, Dara D. Méndez, Evan S. Cole, Sarah A. Sanders, Sydney Sharp, Marquita Smalls, Linda Adodoadji, Adena Bowden, Marian Jarlenski

“…Introduction: In 2020 and 2021, Pennsylvania implemented the Equity Incentive Program and the Maternity Care Bundled Payment program, two unique pay-for-performance (P4P) programs that provide financial incentives for managed care organizations (MCOs) that make improvements in utilization and quality metrics for Black women and children. …”
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Blockchain and NFT-Based Solution for Genomic Data Management, Sharing, and Monetization by Ahmad Musamih, Khaled Salah, Raja Jayaraman, Samer Ellaham, Mohammed Omar, Ibrar Yaqoob

“…We provide guidelines for the generalizability of our solution beyond genomics and outline the challenges and limitations of the proposed solution. We make the source code of the smart contracts publicly available on GitHub.…”
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Epidemiology and diagnostic challenges of fever of unknown origin (FUO) among adults: A multicenter retrospective study in Northern Italy by Alessandra Mistral De Pascali, Ludovica Ingletto, Arianna Succi, Martina Brandolini, Laura Dionisi, Claudia Colosimo, Giulia Gatti, Giorgio Dirani, Silvia Zannoli, Valeria Frassineti, Giulia Silvestrini, Carlo Biagetti, Francesco Cristini, Paolo Bassi, Monica Cricca, Vittorio Sambri, Alessandra Scagliarini

“…The variability of FUO etiologies across geographic areas, age groups, and decades makes diagnosis challenging and complicates the adoption of a standardized diagnostic approach. …”
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EBTNet: Efficient Bilateral Token Mixer Network for Fetal Cardiac Ultrasound Image Segmentation by Yuchi Pan, Liang Niu, Xu Yang, Qiang Niu, Binghua Chen

“…Specifically, the global feature branch, with global receptive fields to obtain shallow features, makes the segmentation boundaries smoother and more complete. …”
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Cue: A Fast and Flexible Photoionization Emulator for Modeling Nebular Emission Powered by Almost Any Ionizing Source by Yijia Li, Joel Leja, Benjamin D. Johnson, Sandro Tacchella, Rebecca Davies, Sirio Belli, Minjung Park, Razieh Emami

“…We train a neural net emulator based on the CLOUDY photoionization modeling code and make self-consistent nebular continuum and line emission predictions. …”
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Tapping the Potential of the Molecular Genetic Expert Research of Objects of Animal Origin in the Fight against Their Illegal Trafficking by Sergei V. Aramilev, Viktoriya V. Gulevskaya, Georgii G. Omel’yanyuk, Anna A. Rybakova, Irina V. Storozhenko

“…The application of the DNA barcoding method, developed in the early 2000s, makes it possible to establish the taxonomic affiliation of living organisms when it is impossible to do this by classical methods, for example, if the organism is represented by a micro-number of biological tissues, and is also at the stages of the life cycle (egg, larva, embryo) with an insufficient number of morphological features. …”
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Adulteration detection in cactus seed oil: Integrating analytical chemistry and machine learning approaches by Said El Harkaoui, Cristina Ortiz Cruz, Aaron Roggenland, Micha Schneider, Sascha Rohn, Stephan Drusch, Bertrand Matthäus

“…RF also offers better interpretability and is computational less demanding as compared to NN which makes it advantageous for authenticity verification in this study. …”
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Context-Aware Gene Embedding Pipeline (CGEP): An Accessible, Regulatory-Region-Inclusive Embedding Framework for Interpretable Disease-Agnostic Prediction by Twaha Ahmed Minai, Zubair Ahmed Shaikh, Asim Imdad Wagan, M. Kamran Azim, Syed Muhammad Muaz, Muhammad Shoaib Siddiqui

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Detection of Wormhole Attack in Vehicular Ad-hoc Network over Real Map using Machine Learning Approach with Preventive Scheme by Shahjahan Ali, Parma Nand, Shailesh Tiwari

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Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps. by Kurt G Schilling, Justin Blaber, Colin Hansen, Leon Cai, Baxter Rogers, Adam W Anderson, Seth Smith, Praitayini Kanakaraj, Tonia Rex, Susan M Resnick, Andrea T Shafer, Laurie E Cutting, Neil Woodward, David Zald, Bennett A Landman

“…The method is available as a Singularity container, source code, and an executable trained model to facilitate evaluation.…”
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Optimizing an Electronic Health Record System Used to Help Health Care Professionals Comply With a Standardized Care Pathway for Heart Failure During the Transition From Hospital T... by Marta Font, Nadia Davoody

“…These recommendations were further supported by existing literature and validated through additional interviews. ResultsIn total, 65 codes, 23 subthemes, and 8 themes were identified. …”
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Nutrition related non-communicable diseases and sugar sweetened beverage policies: a landscape analysis in Zambia by Mulenga M. Mukanu, Safura Abdool Karim, Karen Hofman, Agnes Erzse, Anne-Marie Thow

“…Implementation of such policies is difficult in Sub-Saharan African countries, which are targets for global corporate expansion by the sugar-sweetened beverages industry. …”
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Czech Participation in Ukraine’s Reconstruction: Risks, Scenarios and Opportunities in the Housing Sector by Pavlák, Miroslav, Mentlík, Roman, Halouzka, Miroslav, Yurchenko, Svetlana

“…Karazin University in Kharkiv), stakeholder analysis based on coded interviews with Czech entrepreneurs, and quantitative investment scenario modelling (2024–2033). …”
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RMDNet: RNA-aware dung beetle optimization-based multi-branch integration network for RNA–protein binding sites prediction by Jiangbo Zhang, Yunhui Peng, Feifei Cui, Zilong Zhang, Shankai Yan, Qingchen Zhang

“…It has broad potential in disease mechanism research and therapeutic target discovery. The source code is available https://github.com/cskyan/RMDNet .…”
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Epidemiology and Inpatient Outcomes of Invasive Aspergillosis in Patients with Liver Failure and Cirrhosis by Aditya Sharma, Bashar Mohamad, Ayman O. Soubani

“…Baseline variables, including demographics, comorbidities, and complications, were identified using International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) codes, and liver transplant admissions were excluded. …”
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“Even Though He Had Expressed Willingness to Take PrEP, He Declined When He Noticed the Drugs Were Packed in a Container Like That of ARVs”: Exploring Barriers to HIV/AIDS Risk Red... by Cyrus Mutie MSc, Kawira Kithuci PhD, John Gachohi PhD, Grace Mbuthia PhD

“…Interviews were transcribed, coded, and thematically analysed using the QDA-Miner software to generate themes and sub-themes around barriers to HIV/AIDS risk reduction among LDTs. …”
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Post-acute asthma exacerbation care: are we following patients up timely or are we harming them? by Jayden Patel, Irem Karatas, Siva Mahendran

“…Of the 30 patients, nine (30%) suffered a further exacerbation of asthma within 90 days and four of them (13%) were readmitted to hospital, resulting in 14 cumulative additional inpatient days; two patients (6.7%) were seen within the target of 28 days, neither of whom suffered a readmission. …”
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