Systematic Review of Hospital Readmissions in Stroke Patients by Ahsan Rao, Emily Barrow, Sabine Vuik, Ara Darzi, Paul Aylin

“…Common risk factors associated with the change of readmission rate were also examined. Methods. The literature search was conducted from 15 February to 15 March 2016 using various databases, such as Medline, Embase, and Web of Science. …”
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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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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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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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A Novel 3D Paradigm for Target Expansion of Augmented Reality SSVEP by Beining Cao, Charlie Li-Ting Tsai, Nan Zhou, Thomas Do, Chin-Teng Lin

“…The 12-class 3D paradigm achieved an accuracy of 76.5% and an information transfer rate (ITR) of 70.42 bits/min using 1-second EEG segments. …”
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Effects of sodium alginate coating and cold plasma treatment on biochemical changes, microbial load, and microstructure of 'Granny Smith' apples during storage by Sifundo Mathe, Ngoako F. Monyela, Zinash A. Belay, Valmary M. van Breda, Oluwafemi J. Caleb

“…Hence, this study explored the impact of plasma-activated sodium alginate (SA) edible coating (CCP) on 'Granny Smith' apples, focusing on respiration rate (RRCO2), physical and biochemical quality attributes, natural microbial load, and fruit surface morphology. …”
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A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications by Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang

“…The model systematically extracts spatial features of seismic reflections through CNN architecture while capturing temporal waveform dependencies via LSTM networks, with PSO automatically optimizing critical parameters including initial learning rate and LSTM neuron count. Experimental results demonstrate that PSO-CNN-LSTM achieves a classification accuracy of 89.74%, surpassing CNN (81.48%), LSTM (81.63%), and basic CNN-LSTM (84.61%) models by 8.26%, 8.11%, and 5.13% respectively. …”
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Acute neuromuscular and cardiovascular effects of varying relative loads in cross-training modalities by Manuel Barba-Ruíz, Francisco Hermosilla-Perona, Francisco Hermosilla-Perona, José Miguel Fernández-Asensio, Marzo Edir Da Silva-Grigoletto, Adrián Martín-Castellanos, Juan Ramón Heredia-Elvar

“…This study aimed to compare acute effects on heart rate (HR), mean propulsive velocity (MPV), velocity loss, and pacing in participants performing AMRAP, EMOM, and RFT using the same absolute but varying relative loads. …”
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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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Association between social participation and medical care utilization among rural older adults in China: a longitudinal study based on the CLHLS (2011–2018) by Dianrui Yao, Le Yang, Naoki Kondo

“…Subjective economic status, self-rated health, and the number of chronic diseases significantly predicted social participation transition patterns (P < 0.05). …”
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Serum metabolic profiling enables diagnosis, prognosis, and monitoring for brainstem gliomas by Keke Li, Ruimin Wang, Zhengying Gu, Wenyun Weng, Wanshan Liu, Yida Huang, Jiao Wu, Ziyue Zhang, Shouzhi Yang, Jun Su, Yujie Tang, Kun Qian, Mawei Jiang, Lin Huang, Jingjing Wan

“…Abstract Brainstem gliomas (BSG) is a highly malignant central nervous system childhood tumors with 5-year survival rate <10%. Metabolism during radiotherapy is a dynamic and precisely programmed process, improving clinical outcomes and guiding therapy decisions of BSG. …”
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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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Emotional and visual responses to trypophobic images with object, animal, or human body backgrounds: an eye-tracking study by Pengfei Yu, Li Yu, Li Yu, Yuting Li, Cheng Qian, Jia Hu, Weiyi Zhu, Fang Liu, Fang Liu, Qi Wang, Qi Wang, Qi Wang

“…Finally, participants rated the image’s disgust and arousal levels using a self-assessment rating scale. …”
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The Neural Basis of Salt Perception: A Focus on Potassium Chloride as a Sodium Alternative by Emilia Iannilli, Raffaela Fürer, Antje Welge-Lüssen, Thomas Hummel

“…This study investigates the neural correlates of taste perception for NaCl, KCl, and their mixture using gustatory event-related potentials (ERPs) in a sample of 28 healthy young adults. Participants rated the intensity, saltiness, and pleasantness of the stimuli, which were matched for iso-intensity and iso-pleasantness. …”
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Optimizing jacket design for two-wheeler delivery workers during rainy conditions by Sujin Lim, Jisoo Ha

“…Also riders to make as many deliveries as possible and receive good ratings, most work more than 8 h. This complex work environment and long working hours expose them to physical fatigue, scrapes, bumps, falls, and other accidents, making it more necessary than ever to pay attention to the health and safety of delivery riders. …”
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Acute alcohol intoxication among adolescents in Italy, the Netherlands and Belgium: a cross-national hospital chart comparison study by Stijn Verhulst, Nico van der Lely, Andrea Orsi, Giancarlo Icardi, Guido Van Hal, Hanna van Roozendaal, Louise Pigeaud, Allegra Ferrari, Loes de Veld, Inge Glazemakers, Jozef De Dooy

“…Comprehensive data on adolescent drinking patterns is crucial for developing effective prevention strategies. …”
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Uncovering genetic contributors to developmental delay and intellectual disability: a focus on CNVs in pediatric patients by Yilun Tao, Yilun Tao, Hongzhi Guo, Dong Han, Miao Yang, Ting Lun, Lihong Wang, Wenxia Song, Haiwei Wang, Xiaoze Li

“…CNV pathogenicity was assessed using established databases and ACMG guidelines, with inheritance patterns determined where possible.ResultsAcross the 99 patients, 43 CNVs were identified in 40 individuals, with 32 classified as clinically significant, resulting in a diagnostic rate of 30.3%. …”
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