The application of natural language processing technology in hospital network information management systems: Potential for improving diagnostic accuracy and efficiency by Shiyong Wang, Hong Luo

“…Bag of Words (BoW) is used to extract the featured data. Method: Reports are divided among 70 % training and 30 % test sets for NLP model evaluation. …”
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Adaptive neuro-fuzzy inference systems for improved mastitis classification and diagnosis by Javad Shirani Shamsabadi, Saeid Ansari Mahyari, Mostafa Ghaderi-Zefrehei

“…The results showed that the GD-ANFIS model integrated with the Pearson method demonstrated superior performance compared to PSO-ANFIS and GA-ANFIS across key evaluation metrics such as accuracy and error rates. …”
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Metabolic profiles and prediction of failure to thrive of citrin deficiency with normal liver function based on metabolomics and machine learning by Peiyao Wang, Duo Zhou, Lingwei Hu, Pingping Ge, Ziyan Cen, Zhenzhen Hu, Qimin He, Kejun Zhou, Benqing Wu, Xinwen Huang

“…A non-invasive predictive model was developed, visualized as a nomogram, and internally validated using the enhanced bootstrap method. The model’s performance was evaluated with receiver operating characteristic curves and calibration curves. …”
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Use of uterine electromyography in the prediction of preterm birth after transvaginal cervical cerclage by Haitian Xie, Menglan Zhu, Kewen Deng, Jinling Yi, Liqiong Zhu, Jianping Tan, Xiaohui Ji, Phei Er Saw, Chunwei Cao, Nengyong Ouyang, Hui Chen

“…Based on multivariate logistic regression analysis, PTB after cerclage was significantly associated with previous PTB history or mid-trimester pregnancy loss (OR: 2.87, 95%CI: 1.49–5.54) and contraction frequency detected by uEMG (OR: 2.24, 95%CI: 1.44–3.49). The AUC of contraction frequency (0.766, P<0.001) was observed, and the optimal cut-off value suggested by Youden Index was 1.75 times per hour. …”
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STUDY OF THE NEOTECTONIC STRUCTURE OF THE BRATSK WATER RESERVOIR BED by A. G. Dmitriev, K. G. Levi, A. G. Vakhromeev

“…Innovative solutions are needed for engineering and construction surveys aimed to justify options for choosing routes and methods for laying underwater pipeline sections across large rivers and water reservoirs. …”
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Low-Density Lipoprotein Cholesterol Reductions of not Less Than 60 mg/dL Prevent Hemorrhagic Stroke in Hypertensive Populations: A Meta-analysis by Tao Yan, Lehui Li, Ziying Zhang, Ning Cao, Yuan Xia, Yuan Shen, Haitao Ju, Xingguang Zhang, Nan Zhang

“…Hence, we systematically evaluated the association between LDL-C and HS in populations with and without hypertension. Methods: We searched PubMed, Cochrane Library, and Embase databases for articles written in English. …”
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Genome-wide discovery of circulating cell-free DNA methylation signatures for the differential diagnosis of triple-negative breast cancer by Lijing Gao, Yanbing Li, Chao Qu, Yan Dong, Qingzhen Fu, Haibo Zhou, Ning Zhao, Xianyu Zhang, Da Pang, Yashuang Zhao

“…Background Preoperative identification of breast cancer (BC) subtypes is essential for optimizing treatment strategies and improving patient outcomes. …”
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Transcatheter arterial embolization for acute nonvariceal upper Gastrointestinal bleeding in children: a single-center retrospective study by Rong Zhang, Shi Biao Wang, Jian Feng He, Tian Hong Cai, Yang Mei Chen, Teng Hui Zhan

“…Methods A retrospective analysis was conducted on children with NVUGIB who underwent TAE at a single institutional center between February 2022 and April 2024. …”
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Cardiac biomarkers for screening and prognostication of cardiac dysfunction in critically ill patients by Oscar Cavefors, Freyr Einarsson, Jakob Holmqvist, Odd Bech‐Hanssen, Sven‐Erik Ricksten, Björn Redfors, Jonatan Oras

“…The AUC for NT‐proBNP to detect any cardiac dysfunction was 0.788. Using an optimal cut‐off at 1145 ng/L rendered a PPV of 86% and an NPV of 58%. …”
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Electrochemical sensors for anticancer drugs used in the targeted therapy of chronic myeloid leukaemia by Totka Dodevska

“…This review aims to prove that electrochemical sensors provide a reliable alternative to the conventional analytical methods for highly sensitive and cost-effective assay of TKIs in pharmaceutical formulations and biofluids. …”
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Ankylosing spondylitis morbidity trends in Russia and Saturday spondyloarthritis schools by Shandor Fedorovich Erdes, R M Balabanova

“…Objective: to define a role of special educational programs for physicians in improving the diagnosis and registration of AS on the basis of its morbidity analysis. Subjects and methods. Two levels of spondyloarthritis (SpA) schools oriented to rheumatologists and other specialists were developed. …”
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Binary Classification of Pneumonia in Chest X-Ray Images Using Modified Contrast-Limited Adaptive Histogram Equalization Algorithm by Abror Shavkatovich Buriboev, Akmal Abduvaitov, Heung Seok Jeon

“…The enhancement model, an improvement over standard contrast-limited techniques, employs adaptive tile sizing, variance-guided clipping and entropy-weighted redistribution to optimize image quality for pneumonia detection. Applied to the Chest X-Ray Images (Pneumonia) dataset (5856 images), the enhanced images enable the CNN to achieve an accuracy of 98.7%, precision of 99.3%, recall of 98.6% and F1-score of 97.9%, outperforming baseline methods. …”
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Generation and Collision of High-energy Vortex Particles: Advances, Prospects and Challenges by GUO Rentong1, MAMUTJAN Ababekri1, LU Zhiwei1, XU Zhongfeng1, LI Jianxing1, 2

“…This article aims to succinctly outline the experimental techniques for generating various vortex particles and the corresponding detection methods, while delving into their impacts in diverse interactions, including angular momentum transfer, extension of selection rules, modulation of atomic linear motion, adjustment of differential cross-sections and energy dissipation rates, as well as transformations of photon polarization. …”

Next step of molecular pathology: next-generation sequencing in cytology by Ricella Souza da Silva, Fernando Schmitt

“…Cytology samples, often obtained through less invasive methods, can yield high-quality genetic material suitable for molecular analysis. …”
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Improving phenolics extractability from pomegranate seed meal applying roasting and cold plasma pretreatment; their application in mayonnaise as antioxidant and antimicrobial agent... by Leila Ghasemi-Nezhad, Sayed Amir Hossein Goli, Sabihe Soleimanian-Zad

“…Firstly, the effect of roasting, extraction methods, and cold plasma pretreatment was evaluated on the yield of extracted phenolic compounds. …”
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REVISITING THE ORGANIZATION OF A CLINICAL (MEDICAL) PSYCHOLOGIST WORK AT THE FIRST STAGE OF MEDICAL REHABILITATION IN THE CONDITIONS OF THE INTENSIVE CARE UNIT (ICU) BY THE EXAMPLE... by Алена Валентиновна Слекишина, Марина Григорьевна Жестикова, Светлана Станиславовна Зиборова

“…Finding the way to maintain a qualitative analysis of higher mental functions while reducing working hours adequately. Materials and methods. Theoretical analysis of sources and literature, Russian Ministry of Health Decree of 31 July 2020 № 788N on approval of the procedure of organizing of medical rehabilitation for adults. …”
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Automatic Vegetable Watering System Using Fuzzy Logic with Integration of Soil Moisture, Rain Sensors, and RTC by Dallarizki Arginanta, Wahid Miftahul Ashari

“…The developed device uses a soil moisture sensor to monitor soil conditions, a rain sensor to detect rainfall, and an RTC to determine the optimal watering times. …”
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Investigation of clinical and genetic study of bacteria during estrus, pregnancy, and post-partum in cows by Hayder Abdul-Kareem AL-Mutar

“…Methods: Using normal culture testing, a study carried out with the secretions of the vagina. healthy pregnant Cross-breed cattle from the farm in order to detect the vaginal microbes. …”
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Evaluation of viewing distance on vision tasks using virtual reality technology for children with intermittent exotropia by Shengbei Weng, Mengxiang Guo, Feng Chen

“…Design: Retrospective, case-control observational study. Methods: A retrospective study was conducted involving 118 children: 59 with IXT and 59 age-matched controls. …”
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Developmental perturbation in human embryos: Clinical and biological significance learned from time‐lapse images by Kenji Ezoe, Tsubasa Takahashi, Tetsuya Miki, Keiichi Kato

“…In addition to facilitating the undisturbed culture of embryos, TLT offers the unique capability of continuously monitoring embryos to detect spatiotemporal changes. Although these observed phenomena play a role in optimal embryo selection/deselection, the clinical advantages of introducing TLT remain unclear. …”
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