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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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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Immune-related adverse events of neoadjuvant immunotherapy in patients with perioperative cancer: a machine-learning-driven, decade-long informatics investigation by Yuan Meng, Rong Hu, Song-Bin Guo, Deng-Yao Liu, Zhen-Zhong Zhou, Hai-Long Li, Wei-Juan Huang, Xiao-Peng Tian

“…During the past decade, the amount of research in the field of NAI safety has displayed a positive trend (annual growth rate: 30.2%), and it has achieved good global collaboration (international coauthorship: 17.43%). …”
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Lipidomic analyses reveal the dysregulation of oxidized fatty acids (OxFAs) and acyl-carnitines (CARs) in major depressive disorder: a case-control study by Lei He, Na Duan, Chong Wang, Ru Shan, Jing Li, Lin Wang, Qiuli Liu, Junwei Tao, Li Liu, Xiaoliang Ma, Bing Cao

“…Results Based on the filtering criteria of false discovery rate (FDR) -adjusted P < 0.05, variable importance in projection (VIP) > 1.5, and fold change (FC) > 2.0 or < 0.5, a total of 40 lipids were identified as significantly different. …”
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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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Prospective Study of the Association Between Frailty and Health Care Utilization in Patients With Advanced CKD by Alice L. Kennard, Alice M. Richardson, Suzanne Rainsford, Kelly L. Hamilton, Nicholas J. Glasgow, Kate L. Pumpa, Angela M. Douglas, Girish S. Talaulikar

“…Frailty independently predicted ED presentation (incidence rate ratio [IRR]: 1.25, 95% confidence interval [CI]: 1.09–1.43), hospitalization (IRR: 1.22, 95% CI: 1.08–1.37), and total days of hospitalization (IRR: 1.29, 95% CI: 1.06–1.57) independent of demographics, comorbidity, disability, and inflammation. …”
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Watching live performances enhances subjective and physiological emotional responses compared to viewing the same performance on screen by Damien Gabriel, Julie Devos, Sandrine Chapuis, Alexandre Comte, Pierre-Edouard Billot

“…Heart rate increased with musical intensity in both conditions, while EEG data showed reduced arousal levels during the live performance, possibly reflecting deeper cognitive absorption. …”
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Stomata as the Main Pathway for the Penetration of Atmospheric Particulate Matter Pb into Wheat Leaves by Ke Zhang, Yujing Liang, Chuang Ma, Haopeng Guo, Fuyong Liu, Aihua Gao, Nan Liu, Hongzhong Zhang

“…Compared to the control group (CK), the treatment of T1 and T2 significantly increased Pb concentration in both leaves and grains, as well as the Pb accumulation rate in grains (<i>p</i> < 0.05). Scanning electron microscopy–energy dispersive spectrometry (SEM-EDS) technology visually confirmed the distribution of particulate Pb in the stomatal region, demonstrating that solid-state Pb can penetrate the leaves through stomata. …”
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Mechanism Analysis and Establishment of a Prediction Model for the Total Pressure Loss in the Multi-Branch Pipeline System of the Pneumatic Seeder by Wei Qin, Cheng Qian, Yuwu Li, Daoqing Yan, Zhuorong Fan, Minghua Zhang, Ying Zang, Zaiman Wang

“…This study aims to clarify the nonlinear pressure loss patterns of the pneumatic system in a pneumatic seeder under varying pipeline structures and airflow parameters, and to develop a rapid prediction equation for the main pipe’s pressure loss. …”
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Anemia in Patients with Axial Spondyloarthritis is Not Associated with an Increase of Arterial Stiffness and Intima-Media Thickness (Results of a Single-Center Cross-Sectional Stud... by K. N. Safarova, V. I. Makhina, K. D. Dorogoykina, A. P. Rebrov

“…The BASDAI index and C-reactive protein (CRP)-based ASDAS score were measured, the hemogram, the erythrocyte sedimentation rate (ESR), and the level of CRP were studied. Parameters of arterial stiffness were studied by oscillography and photoplethysmography, intima-media thickness (IMT) was evaluated by B-mode ultrasound according to standard protocols.Results. …”
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Prevalence, Risk Factors, and Antibiogram of Nontyphoidal Salmonella from Beef in Ambo and Holeta Towns, Oromia Region, Ethiopia by Endrias Zewdu Gebremedhin, Gezahegn Tafesse Soboka, Bizunesh Mideksa Borana, Lencho Megersa Marami, Edilu Jorga Sarba, Nega Desalegn Tadese, Hirut Abebe Ambecha

“…The Salmonella detection rate in abattoirs, butchers, and restaurants was 4.2% (5/118), 8.5% (10/118), and 4.2% (5/118), respectively. …”
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Evaluation of lung cancer early detection offered by the German Social Accident Insurance for formerly asbestos-exposed employees using low-dose computed tomography – setting and s... by Felix Greiner, Jan Heidrich, Helena Keller, Dirk Taeger, Thorsten Wiethege, Volker Harth

“…Primary endpoints are participation patterns, the rate of findings requiring further diagnostic investigation, the detection of lung cancer including tumour stage and characteristics, and the notification and recognition of asbestos-related occupational diseases. …”
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Clinical management and analysis of immune-related adverse events in neoadjuvant immunotherapy for locally advanced rectal cancer by AN Yang, WANG Chentong, QIU Xiaoyuan, ZHOU Jiaolin, LIN Guole

“…Two gastrointestinal events occurred, including one Grade 3 diarrhea treated with GCs. The overall GC usage rate was 31.7% (13/41), with 76.9% administered for Grade ≥3 irAEs. …”
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Global, regional, and national burden of male breast cancer and predictions in the next 30 years: a systematic analysis of the global burden of disease study 2021 by YaRong Wang, Liang Wang, Bei Yu, Shuang Wen, Xiaoxi Mou, Lin Yang

“…Disease burden was high and decreasing in low SDI regions, but low and stable in high SDI regions. The Age-standardized rate(ASR)-Deaths correlated negatively with SDI. …”
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Air leakage characteristics and comprehensive prevention of goaf side retained roadway of fully mechanized mining faces in Qincheng coal mine by Xin Luo, Liang Chen, Bing Wu, Mengchen Sun, Tao Yang, Hongyang Yu

“…Abstract Mastering the deformation and air leakage patterns of gob-side retained roadway in fully mechanized mining faces, as well as the distribution characteristics of the gas flow field, is of great significance for the comprehensive prevention and control of gas in the goaf. …”
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The alteration of the sensorimotor network in trigeminal neuralgia after microvascular decompression surgery: a follow-up study using independent component analysis by Yan Zhang, Yan Zhang, Xueju Wang, Xuefeng Wang, Gengdi Huang

“…Group ICA was used to identify ROIs and assessed inter-group differences in neural activity using false discovery rate (FDR) correction.ResultsCompared to the HC, increased activity was observed in the right frontal operculum cortex, right insular cortex, right inferior frontal gyrus (pars opercularis), and right frontal pole in TN patients. …”
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Clinico-epidemiological and immunological characteristics of rickettsioses in a Sri Lankan patient cohort 2018–2023 by Nayana Gunathilaka, Nilmini Chandrasena, Hemantha Sudusinghe, Vidusha Nethsara Mudalpath, Deshaka Jayakody, Ranjan Premaratna

“…Understanding epidemiological patterns and clinical manifestations is crucial for developing effective surveillance and prevention strategies. …”
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