MUNet: a novel framework for accurate brain tumor segmentation combining UNet and mamba networks by Lijuan Yang, Lijuan Yang, Qiumei Dong, Da Lin, Chunfang Tian, Xinliang Lü

“…Furthermore, when validated on the independent LGG dataset, MUNet demonstrated excellent generalization ability, proving its effectiveness in various medical imaging scenarios. The code is available at https://github.com/Dalin1977331/MUNet.…”
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Identifying [between] Geser and Genghis Khan. Part 1: Contamination of Images in Folklore and Historical Memories of Central and Inner Asia by Natalia N. Nikolaeva, Evgenii V. Nolev

“…In addition, both of the heroes are represented as creators of some certain elements included in the ethnic cultural code. …”
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Determinants of Microbial Contamination of Street-Vended Chicken Products Sold in Nairobi County, Kenya by Beatrice J. Birgen, Lucy G. Njue, Dasel M. Kaindi, Fredrick O. Ogutu, Joshua O. Owade

“…Consequently, there is a need to regulate the informal food processing and marketing channels, besides trainings, infrastructural development, and code of practice and inspections which are recommended in order to enhance the quality and safety standards of street-vended chicken products.…”
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Prevalence of non-vaccine high-risk HPV cervical infections in vaccinated women: a systematic review and meta-analysis by Glauciane Resende do Nascimento, Ana Carolina da Silva Santos, Nayara Nascimento Toledo Silva, Nathalia Sernizon Guilmarães, Angélica Alves Lima, Wendel Coura-Vital

“…The study protocol was previously registered in PROSPERO, under code CRD42023440610. Results Of the 7,051 studies, 31 met the analysis criteria. …”
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Visual, clinical and quality of life outcomes of a new multifocal IOL with optimized diffractive grating: a non-randomized clinical trial by João Marcelo de Almeida Gusmão Lyra, Mariana Silva Gois de Almeida, Lucila de Albuquerque Barbosa Lira, Laís Oliveira dos Santos, Mateus Lins dos Santos, Jorge Artur Peçanha de Miranda Coelho

“…Trial Registration This trial was registered at the ReBEC (Registro Brasileiro de Ensaios Clínicos – Brazilian Registry of Clinical Trials)database under the registration code RBR-772s6y at April 6th, 2020.…”
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Experimental Operation of a Prototype 750C Advanced Chloride Molten Salt Bellows Valve by Kenneth Armijo, Aaron Overacker, Ansel Blumenthal, Jeffrey Parish, Michael Nelson, Ivica Radman, Javier Martell

“…The valve body and trim will be designed using SS316H, consistent with Flowserve Corporation’s existing product base and is code qualified but will utilize clad material for materials corrosion, manufacturing cost reduction and compatibility to ensure design flexibility. …”
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Synthesis of Surfactants Derived from 2-Mercaptobenzimidazole and Study of Their Acute Toxicity and Analgesic and Psychotropic Activities by Terence Nguema Ongone, Latyfa El Ouasif, Mostafa El Ghoul, Redouane Achour, Hind Chakchak, Meryem El Jemli, Yahia Cherrah, Katim Alaoui, Amina Zellou

“…All synthesized molecules show no acute toxicity according to OECD Code 423 guidelines at doses ranging from 300 to 2000 mg/kg and do not cause any obesity or anorexia. …”
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Boundary plasma studies for a spherical tokamak with lithium walls by A. Antony, L. Carbajal, T.D. Rognlien, M.V. Umansky, A. Froese, S. Howard, C. Ribeiro, R. Ivanov, C. Dunlea, C.P. McNally

“…An explorative study is carried out for wall-limited versus diverted configurations for PI3 using the fluid edge transport code UEDGE. Experimental edge temperature and density profiles from triple Langmuir probes are used to establish realistic temperature and density profiles in UEDGE Rognlien et al. (1992) by adjusting the transport coefficients. …”
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Effect of delivery hospital busyness on early mortality in small preterm infants: a Finnish population-based cohort study in 2006–2016 by Mika Gissler, Sari Räisänen, Seppo Heinonen, Sture Andersson, Riitta Vilkko, Markus Leskinen

“…We analysed differences in the incidence of selected adverse outcomes between quiet and busy days compared with optimal delivery-volume days by logistic regression followed by crude (ORs) and adjusted ORs (aORs) with 99% CIs.Setting A population-based cohort study based on prospectively collected real-world data from five university hospitals and 21 non-tertiary-level delivery hospitals in Finland, 2006‒2016.Participants 4323 small preterm infants.Primary outcome measures Umbilical cord pH ≤7.05, Apgar score 0–3 points at the age of 1 min, Apgar score 0–3 points at age 5 min, birth asphyxia (International Classification of Diseases-10 code), resuscitation with intubation.Secondary outcome measures Perinatal mortality comprising stillbirths and early neonatal deaths (<7 days).Results Busy days (busy vs optimal) showed no correlation with the primary birth-related outcomes. …”
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An Adaptive Message Passing MPSoC Framework by Gabriel Marchesan Almeida, Gilles Sassatelli, Pascal Benoit, Nicolas Saint-Jean, Sameer Varyani, Lionel Torres, Michel Robert

“…Each processor of this system is compact and runs a tiny preemptive operating system that monitors various metrics and is entitled to take remapping decisions through code migration techniques. This approach that endows the architecture with decisional capabilities permits refining application implementation at run-time according to various criteria. …”
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Medicaid Eligibility and Time to Re-incarceration Among Previously Incarcerated Subjects With Schizophrenia by Chris Kozma, Michael Dickson, Jacqueline Pesa, Carmela J. Benson

“…Subjects were included if they had a schizophrenia diagnosis (International Classification of Diseases, 9th Revision, Clinical Modification [ICD- 9-CM] code 295.xx), were between the ages of 18 and 62, and had been released from incarceration. …”
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Enhancing voice spoofing detection in noisy environments using frequency feature masking augmentation by Soyul Han, Jaejin Seo, Sunmook Choi, Taein Kang, Sanghyeok Chung, Seungeun Lee, Seoyoung Park, Seungsang Oh, Il-Youp Kwak

“…In addition, we have made the code and demo used in the experiment publicly available.…”
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Willingness to donate eyes and associated factors among adults in Addis Ababa City, Ethiopia: a mixed-methods approach by Ejigu Gebeye Zeleke, Merkineh Markos Lorato, Wubalem Addis Tefera, Hirut Gebremeskel Mengistu

“…Qualitative data were analysed through thematic content analysis using code software, which included transcription, translation, coding and thematisation, ultimately enriching the quantitative findings.Results and conclusion The study found that 47.2% (95% CI 44.7, 50.0) participants were willing to donate their eyes. …”
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The epidemiology and clinical presentation of seropositive neuromyelitis optica spectrum disorder in a US population by Aaron M. Carlson, Carlos E.V. Sollero, Andrew B. Wolf, Stefan Sillau, Barrie L. Schmitt, Kelli M. Money, Kavita V. Nair, Amanda L. Piquet, Jeffrey L. Bennett

“…We screened HDC for patients with either (1) an abnormal aquaporin‐4 IgG test or (2) any G36 ICD‐10 code. We extracted key clinical elements by chart review and confirmed diagnosis by the 2015 International Panel for NMO Diagnosis criteria. …”
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Behaviour of post-tensioned benches made of high-content recycled aggregate concrete reinforced with racquet string fibres by Narakorn Suwannachote, Thanongsak Imjai, Fetih Kefyalew, Radhika Sridhar, Reyes Garcia, U. Johnson Alengaram, Sivakumar Naganathan

“…The human-induced vibration test results confirmed that the maximum vibration of the benches met the code limits for floor buildings. Finite element analyses of the RAC benches with PTMS were carried out in Abaqus®, and the experimental deflections agreed well (errors <5%) with the FEM results. …”

A pipeline for processing hyperspectral images, with a case of melanin-containing barley grains as an example by I. D. Busov, M. A. Genaev, E. G. Komyshev, V. S. Koval, T. E. Zykova, A. Y. Glagoleva, D. A. Afonnikov

“…The software pipeline is implemented in Python using the Pandas, NumPy, OpenCV, SciPy, Sklearn, Umap, CatBoost and Plotly libraries. The source code is available at: https://github.com/igor2704/Hyperspectral_images. …”
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Estimating rare disease prevalence and costs in the USA: a cohort study approach using the Healthcare Cost Institute claims data by Keith A Crandall, Christine M Cutillo, Ainslie Tisdale, Mahdi Baghbanzadeh, Reva L Stidd, Manpreet S Khural, Laurie J Hartman, Jeff Greenberg, Kevin B Zhang, Ali Rahnavard

“…Objective The study capitalised on national insurance claims data to gather information on patient characteristics and associated costs to better understand the diagnosis and treatment of rare diseases (RDs).Materials and methods Data from the Healthcare Cost Institute (HCCI) data enclave were analysed using R statistical software and filtered by the International Classification of Diseases, 10th edition (ICD-10), current procedural terminology codes and the National Drug Code associated with 14 RDs and disease-modifying therapy options. …”
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Design and Characteristics of a Single-Story Building Model Incorporating Waste by Mohamed Darwish, Mohamed Elnakeb, Marina Moawad, Marwan Mohamed Shawki, Ehab Abdelhamid, Donia Eldwib, Mohamed Nagib Abouzeid, Maram Saudy, Safwan Khedr, Khaled Nassar

“…The structural soundness of the system was tested by loading it with a load surpassing its design load in addition to measuring the deflection and checking its abidance to the code limitations. The thermal efficiency was tested by measuring the temperatures in comparison with the outside of the building for a span of 7 days with data recorded every 1 h. …”
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Chrysanthemum classification method integrating deep visual features from both the front and back sides by Yifan Chen, Xichen Yang, Hui Yan, Hui Yan, Jia Liu, Jian Jiang, Zhongyuan Mao, Tianshu Wang, Tianshu Wang

“…Meanwhile, the incorporation of single-stream residual connections and cross-stream residual connections is employed to extend the receptive field of the network and fully fusion the features from both the front and back sides.ResultsExperimental results demonstrate that the proposed method achieves an accuracy of 93.8%, outperforming existing methods and exhibiting superior stability.DiscussionThe proposed method provides an effective and dependable solution for identifying Chrysanthemum classification and origin while offering practical benefits for quality assurance in production, consumer markets, and regulatory processes. Code and data are available at https://github.com/dart-into/CCMIFB.…”
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Proteome‐Wide Mendelian Randomization Identifies Therapeutic Targets for Abdominal Aortic Aneurysm by Ka Zhang, Yuan Liu, Aiqin Mao, Changzhu Li, Li Geng, Hao Kan

“…Methods and Results Our study used plasma proteomics data from the UK Biobank, comprising 2923 proteins from 54 219 individuals, and from deCODE Genetics, which measured 4907 proteins across 35 559 individuals. …”
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