Intelligent prediction of thyroid cancer in China based on GBD data and hospital electronic medical records: disease burden analysis combined with multiple machine learning models by Lina Yang, Shixia Zhang, Xinguo Wang, Jianjun Yang, Mengya Chen

“…It comprehensively reveals the disease burden trend of thyroid cancer in China, predicts the mortality rate of thyroid cancer in China, and emphasizes the causal role of high BMI as an important controllable risk factor. …”
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Unmasking insider threats using a robust hybrid optimized generative pretrained neural network approach by P. Lavanya, H. Anila Glory, Manuj Aggarwal, V. S. Shankar Sriram

“…The structure of the proposed approach involves three phases: (1) Chebyshev Graph Laplacian Eigenmaps solver (CGLE) for selecting the user-designated samples by reducing the dimensionality of the data and Insider State clustering via Density-Based Spatial Clustering of Applications with Noise (IS-DBSCAN) (2) The EHI of multi-objective Bayesian optimization for optimizing the sensitive learning rate hyperparameter to ensure the stability of the Adabelief optimized WGAN and improve the quality of the generated adversarial samples. (3) The L2-SP regularization technique effectively fine-tunes the pretrained AGCN, which identifies the user behavioural pattern to detect the insiders. …”
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A STUDY TO ASSESS THE DISTRIBUTION OF SUSPECTED ADVERSE EVENTS FOLLOWING IMMUNISATION REPORTED IN A METROPOLITAN CITY IN INDIA by Sophie Simon, Shalini Rawat, Rohan Sangam, G D Velhal

“…Injectable Polio Vaccine (IPV) showed the highest rate of antigen-specific AEFI (13.2/100000 doses administered) while measles vaccine showed the lowest rate (2.7/100000 doses administered). …”
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MODERN MOVEMENTS OF THE CRUST SURFACE IN GORNY ALTAI FROM GPS DATA by V. Yu. Timofeev, D. G. Ardyukov, A. V. Timofeev, E. V. Boiko

“…Analyzed are modern movements in the Gorny Altai region outside the Chuya earthquake area.The results of our study show that modern horizontal displacements occur in the NNW direction at the rate of 1.1 mm/yr, which is twice lower than the displacement rate before the earthquake.…”
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Effectiveness and Safety of Korean Medicine in Treating Female Infertility: A Prospective Multicenter Observational Study by Jung HJ, Kim DI, Choi SJ, Park JK, Lee JM

“…Among the analyzed participants, the clinical pregnancy rate, ongoing pregnancy rate, and live birth rate were 20.8% (95% CI, 13.9– 30.0%), 70.0% (95% CI, 48.1– 85.5%), and 13.5% (95% CI, 8.1– 21.8%), respectively. …”
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DYNAMICS OF INCIDENCE WITH MYOCARDIAL INFARCTION IN THE POPULATION OF KUZBASS AND THE RUSSIAN FEDERATION FOR THE PERIOD 2011-2019 by Андрей Георгиевич Петров, Николай Владимирович Абрамов, Сергей Анатольевич Макаров, Сергей Николаевич Филимонов, Виктор Андреевич Семенихин, Наталья Степановна Черных

“…In 2014, the incidence rate decreased to 129.3 cases per 100 thousand population. …”
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Global, Regional and National Burden of Low Back Pain in Adolescents Aged 10–19 years, 1990–2021: A Systematic Analysis of the Global Burden of Disease Study 20... by Wang S, Zhang S, Li M, Chen S, Chen Y, Song Y, Zhang X

“…The estimated annual percentage change (EAPC) was calculated based on the linear regression patterns of age-standardized rates and calendar years to represent the temporal trends of age-standardized rates. …”
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Transcriptome and metabolome analysis of senescent rice (Oryza sativa L.) seeds: insights into the mechanism of germination vigor and seedling morphogenesis by Jingxin Huo, Dianfeng Zheng, Naijie Feng, Rui Zhang, Yingbin Xue, Aaqil Khan, Hang Zhou, Xuefeng Shen, Liming Zhao, Yifei Li, Xiaojun Liu, Junjie Liu, Jiayi Li, Wanqi Mei, Xiaole Du, Yanan Feng

“…The seed aging phenomenon that occurs during storage poses a significant challenge to crop production, as it can lead to reduced germination rates and impaired seed vitality. The current study explored the underlying mechanisms that enable rice seeds to maintain high germination rates and seedling vigor after long - term storage. …”
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Physical model test on the sealing mechanism and reinforcement effect of flowing water grouting for water-sand mixture inrush in the Cuihongshan iron-polymetallic mine by Baofu WU, Wanghua SUI, Guilei HAN, Longfei LIANG, Xinhai YAO, Jiaxin FENG, Xingshuo XU

“…The Z1 and Z2 stages presente a slow-fast-slow grouting rate pattern, whereas Z3 exhibited slow, uniform diffusion and filling, confirming the necessity of secondary borehole grouting. …”
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Global, regional and national burden of asthma from 1990 to 2021: a systematic analysis for the Global Burden of Disease Study 2021 by Liwen Zhang, Jilei Lin, Jing Zhang, ShuHua Yuan, Mingyu Tang, Yong Yin, Hejun Jiang, Guijun Yang, Jiande Chen, Jiajun Yuan

“…The age and sex-specific patterns indicated a higher asthma burden among females. …”
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Emotional Interactive Simulation System of English Speech Recognition in Virtual Context by Dan Li

“…The experiments of feature extraction and pattern recognition of speech samples prove that Hidden Markovian has higher recognition rate and better recognition effect in speech emotion recognition. …”
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Genetic tendency and correlation analysis of fruit traits in the F1 population of Cuiyu × Doyenne du Comice pear by DU Chenfei, WEI Chunyan, LI Wenjue, CAI Danying, WANG Yuezhi, SHI Zebin, GAO Yongbin, DAI Meisong

“…The heritability of single fruit weight was 79.75%, with a separation range of 82.8-430.0 g, a coefficient of variation of 33.31%, a super-high parent rate of 12.50%, and a low parent rate of 69.85%. …”
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Clinical Phenotypes of Hypoxia in Patients with COVID-19 by O. V. Voennov, A. V. Turentinov, K. V. Mokrov, P S. Zubееv, S. A. Abramov

“…Group 1 included patients without breathing difficulties who had respiratory rate up to 25 per minute. Group 2 patients had breathing difficulties and respiratory rate over 25 per minute.In addition to SpO2, severity of respiratory difficulties, respiratory rate (RR), forced breathing (FB), heart rate (HR), acid-base balance (ABB) and arterial and venous blood gases, capillary refill time, blood lactate level were assessed. …”
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Global, regional, and national burden of maternal disorders, 1990–2021: a systematic analysis from the global burden of disease study 2021 by Jie Huang, Yuanyuan Man, Zan Shi, Xiaojie Fu, Wenhao Shi, Xiaoling Liang

“…The Global Burden of Disease Study (GBD), recognized as the most comprehensive epidemiological surveillance system, provides critical evidence for optimizing maternal health policies through systematic quantification of disease burden patterns. This multinational study employs GBD 2021 data to conduct a spatiotemporal analysis of maternal disorder burden across 21 GBD regions and 204 countries and territories from 1990 to 2021, utilizing standardized metrics including DALYs, prevalence rates, and mortality incidence. …”
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Maternal mortality in modern world by E. I. Baranovskaya

“…The search was finished on October 13, 2021 after retrieving 137 results.Results. The rate of MM and cause pattern has been changing during COVID-19 pandemic. …”
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9‐Year Trend in the Management of Acute Heart Failure in Japan: A Report From the National Consortium of Acute Heart Failure Registries by Yasuyuki Shiraishi, Shun Kohsaka, Naoki Sato, Teruo Takano, Takeshi Kitai, Tsutomu Yoshikawa, Yuya Matsue

“…These changes were not associated with in‐hospital mortality (4.7–7.5%) or 30‐day heart failure readmission rate (4.8–5.4%), as well as 1‐year mortality and heart failure readmission rate (20.1–23.3% and 23.6–26.2%, respectively). …”
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Tourism and covid-19 in three European cities. Change in persistence by Gloria Claudio-Quiroga, Cecilia Font de Villanueva, Luis Alberiko Gil-Alana

“…We consider hotel occupancy rate data with data beginning at October 1997 (in London), at March 2004 (in Berlin), while those in Manchester start at January 2006. …”
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The seasonality of respiratory syncytial virus and its associations with meteorological factors in Hong Kong, 2014–2023 by Qian Xiong, Zhuyao Rong, Jinjun Ran, Xiang Ren, Li Li

“…A generalized additive model was used to explore the associations between RSV positive rate and meteorological factors. Results: During 10-year study period, 44,722 specimens were positive for RSV with a positive rate of 2.81 % in Hong Kong. …”
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Spectrum of epilepsy – prevalence, impact, and treatment gap: an epidemiological study from Al-Quseir, Egypt by El tallawy H, Farghaly W, Rageh T, Shehata G, Metwally N, Badry R, Sayed M, Abdelwarith A, Kandil M, Ibrahim MAAEH, Mohamed K, Tohamy A

“…The annual incidence rate is 48/100,000, and the age-specific incidence rate has a U-shaped pattern with two peaks of incidence in early infancy and elderly life. …”
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Day 3 Embryo Morphology is a Significant Predictor of Blastocyst Euploidy by Yunhao Liang, Zhanhui Ou, Zhiheng Chen

“…Background: This retrospective cohort study aims to determine the relationship between morphologic grading of day 1 or 3 embryos and euploid blastocyst rate in the preimplantation genetic testing cycle. …”
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