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

“…Results: The AEFI reporting rate was calculated as 5.8 per 100000 doses administered per year. …”
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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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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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Study on influence of coal seam water content on effect of CO2 isobaric diffusion displacing CH4 by Liwei CHEN, Dongjie WANG, Le BIAN, Yuan LIU, Xiaohua LI

“…In the experiments of CH4 replacement by CO2 injection in coal with different water contents under isobaric diffusion conditions, it was found that, under the same water content conditions, with the increase of adsorption equilibrium pressure, the replacement amount and replacement rate of CH4 kept increasing, while the CO2 injection ratio kept decreasing, and the replacement effect of CH4 was better, while the utilization rate of CO2 was lower. …”
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Artificial slope deformation monitoring and analyzing based on SBAS technology by Xiaochuan Huang, Xiaochuan Huang, Xiaochuan Huang, Jincang Liu, Jincang Liu, Jincang Liu, Ting Yang, Ting Yang, Ting Yang, Yun Li, Yun Li, Yun Li, Lipeng Zhou, Lipeng Zhou, Lipeng Zhou

“…To address this gap, we employed the SBAS-InSAR methodology to analyze 44 Sentinel-1 SAR images spanning a highway slope region in Foshan City, Guangdong Province, integrating the slope’s construction timeline to temporally dissect deformation patterns and assess geological risks. Our results revealed a maximum annual average settlement rate of −35.69 mm/yr and a peak cumulative settlement of −28.9 mm, with deformation trends strongly correlated to construction phases—primarily concentrated between April 2022 and March 2023. …”
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BERT-based network for intrusion detection system by Yong Yang, Xing Peng

“…After feature extraction is completed, we further perform classification using a classifier based on a bidirectional gated recurrent unit (GRU) network, which is able to efficiently process sequence data and reduce computational complexity while capturing temporal dependencies in the sequences. …”
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Genetic External Characteristics of Tukong: Indonesian Rumpless Indigenous Chicken by Yuli Arif Tribudi, Veronica Margaretha Ani Nurgiartiningsih, Maria Ulfah, Aprilianna Putri Zahara Nafsina Luvita Sari, Dwi Nur Happy Hariyono, Pradita Iustitia Sitaresmi, Richard PMA Crooijmans, Muhammad Halim Natsir, Dwi Gusmalawati, Alek Ibrahim

“…The data were used to analyze the rate of the original gene, the frequency of autosomal genes, sex-linked genes, feather pattern, introgression rate, gene frequency, and expected heterozygosity. …”
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Wellbeing among U.S. Veterans: Results from the 2010 National Survey of Veterans by Thibault Deneve, Ellis Scott Logan

“…Our research focuses on self-rated general health and access to healthcare among veterans. …”
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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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Exploring heterogeneity of perimenopause with application of multivariable analysis approaches by Zhongyu Huang, Huazhi You, Lijuan Li, Shuang Wang, Zipan Lyu, Xiaoqin Zeng, Changyan Zhu, Minqing Li, Han Yan, Yaojuan He

“…The assessing framework was developed over the initial item pool as integration of 4 scales including Insomnia severity index, Modified Kupperman index, Self-rating anxiety scale, and Self-rating depression scale. …”
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An interpretable machine learning approach for predicting and grading hip osteoarthritis using gait analysis by Qing Yang, Xinyu Ji, Yuyan Zhang, Shaoyi Du, Bing Ji, Wei Zeng

“…Purpose The purpose of this study is to evaluate the efficacy of lower extremity kinematic gait data for detecting and rating the severity of unilateral hip OA using machine learning algorithms. …”
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Spatiotemporal dynamics and key climatic influences on vegetation resilience in opencast coal mine dumps after restoration by Hui Wang, Chengye Zhang, Yaxin Ding, Feiyue Li, Wanxi Liu, Yan Ma, Yingjie Guo, Bikram Banerjee, Jun Li

“…Results reveal that: (1) After restoration, vegetation resilience at each dump experienced three phases: initial enhancement, decline, and renewed enhancement. (2) Vegetation resilience improved significantly compared to the initial fragile ecosystem, with over 88 % of the area showing improvement, especially at Taipingdi, where the enhancement rate reached 99.85 %. (3) The influence of key climatic drivers remained consistent within each dump across all phases, particularly in the first and third phases. …”
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Characteristics of second primary malignancies following bispecific antibodies therapy by Dan Liu, Tong Li, Liang Wang, Jia Guo, Xinyu Zhou, Hongsheng Zhou, Xiaojie Liang, Baiwei Luo, Bingyu Lin, WeiXiang Lu, Shengyu Tian, Zihong Cai, Zhihao Jin, Keren Chen

“…The incidence risk of SPMs was stable over the past 8 years, accounting for 1–2% of all adverse events, with a case fatality rate of 29.63% among the SPM cases. Myeloid leukemias and non-Hodgkin’s lymphoma were more frequent in blinatumomab recipients, while solid malignancies predominated in those treated with teclistamab. …”
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Analysis of epigenetic biomarkers for diagnosis and assessment of severity in rheumatoid arthritis: a cross-sectional study by Arkaitz Mucientes, Gracia María Martín Núñez, Natalia Mena-Vázquez, Jose Manuel Lisbona-Montañez, Sara Manrique-Arija, Andrés González-Jiménez, Patricia Ruiz-Limón, Aimara Garcia-Studer, Fernando Ortiz-Márquez, Laura Cano-García, Antonio Fernández-Nebro

“…Severity was defined as a cumulative 28-joint Disease Activity Score with erythrocyte sedimentation rate (DAS28-ESR) ≥ 3.2, positive rheumatoid factor (RF) and anti–citrullinated peptide antibody (ACPA) values, and a high Collinsella aerofaciens count (OTU ≥ 0.15). …”
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GPC3: a novel mutated gene in pleuropulmonary blastoma by Jiahang Zeng, Xinying Wang, Yingyi Xu, Qinglin Yang, Junzheng Peng, Fenghua Wang, Jue Tang, Dongmei Huang, Jiachi Liao, Yunyu He, Lin Huang, Jianhua Liang, Le Li, Zefeng Lin

“…Survival analysis revealed that patients with high GPC3 expression (GPC3+++) exhibited a markedly lower two-year survival rate (30%) compared to moderate (GPC3++, 75%) and low (GPC3+, 90.9%) expression groups (p = 0.0035). …”
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A dataset of laymen olfactory perception for 74 mono-molecular odors by Antonie Louise Bierling, Alexander Croy, Tim Jesgarzewsky, Maria Rommel, Gianaurelio Cuniberti, Thomas Hummel, Ilona Croy

“…However, the principles of how odorant chemistry links to perceptual patterns remain largely unknown and are primarily studied using odor rating datasets from highly trained olfactory experts, such as perfumers. …”
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Effects of licorice extract on Paraclostridium bifermentans spore growth and quality changes in ready-to-eat chicken breast during storage by Jichao Huang, Zimu Li, Mengmeng Song, Yang Lei, Kairan Sheng, Tianran Huang, Kaichen Zhang, Ming Huang

“…The Ratkowsky model provided a more detailed elucidation of the relationships among temperature, maximum growth rate, and lag phase across varying concentrations of licorice extract. …”
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Multi-modal remote sensory learning for multi-objects over autonomous devices by Aysha Naseer, Naif Almudawi, Hanan Aljuaid, Abdulwahab Alazeb, Yahay AlQahtani, Asaad Algarni, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…The assessment findings show a remarkable recognition rate of around 97.90% and 98.90%, on the AID and the UC Merced Land datasets, respectively.…”
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