A speech emotion recognition algorithm based on DN-ResNet11 by YING Na, ZOU Yujian, YANG Xueying, SUN Wensheng, YE Xueyi, JIANG Yinhe

“…Experiments on the CASIA, EMO-DB, and IEMOCAP speech emotion datasets show emotion recognition rates of 94.58%, 85.59%, and 65.72%, respectively. …”
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Sex differences in the course of schizophrenia across diverse regions of the world by Novick D, Montgomery W, Treuer T, Moneta MV, Haro JM

“…Overall, females had slightly higher rates of clinical remission (58.0% vs 51.8%), functional remission (22.8% vs 16.0%), and recovery (16.5% vs 16.0%) at 36 months (P<0.001 for all). …”
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Trends in visits to a 24-hour walk-in crisis mental health centre during the COVID-19 pandemic by Jocelyne Lemoine, Depeng Jiang, Tanvi Vakil, James M. Bolton, Jennifer M. Hensel

“…Mean weekly visits had the pandemic not occurred were predicted with an autoregressive integrated moving average model and compared with observed rates.ResultsTotal pre-pandemic CRC visits (14,280) decreased 22.1%–11,122 total post-pandemic CRC visits. …”
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A Study on Triaxial Unloading Test of Columnar-Jointed-Rock-Mass-Like Material with AW Velocity Analysis by Jianrong Xu, Hao Li, Qingxiang Meng, Weiya Xu, Mingjie He, Jiahui Yang

“…With the increase of the unloading and its rate, the volume expansion becomes more serious and the failure mode becomes more complicated. …”
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Evolving Frameworks for the Foundation and Practice of Electronic Fetal Monitoring by Mark I. Evans, David W. Britt, Shara M. Evans, Lawrence D. Devoe, Yang Pan

“…Part of EFM's poor performance with respect to these outcomes arises from a fundamental misunderstanding of the differences between screening and diagnostic tests, subjective classifications of fetal heart rate (FHR) patterns that lead to large inter-observer variability in its interpretation, failure to appreciate early stages of fetal compromise, and poor statistical modeling for its use as a screening test. …”
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Examining perinatal regionalization in practice: a network analysis of maternal transport in Georgia by Jingyu Li, Stephanie M. Radke, Lauren N. Steimle

“…Elevated transport rates suggest a lack of access to risk-appropriate care in rural regions. …”
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Assessing vaccine coverage and delivery strategies for influenza and COVID-19 among Italian healthcare workers: A 2015–2023 case study by Domenico Pascucci, Alberto Lontano, Eleonora Marziali, Giuseppe Vetrugno, Umberto Moscato, Patrizia Laurenti

“…A retrospective cohort study analyzed vaccination data from 6,341 hCWs between 2015 and 2023, examining acceptance rates across different vaccination delivery models. …”
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A longitudinal investigation of school absenteeism and mental health challenges among Canadian children and youth in the COVID-19 context by Amanda Krause, Maria Rogers, Yuanyuan Jiang, Emma A. Climie, Penny Corkum, Janet W. T. Mah, Natasha McBrearty, J. David Smith, Jess Whitley

“…As well, research demonstrates that children and youth who experience mental health challenges are at greater risk of increased school absenteeism rates. The present study investigated the school attendance patterns of Canadian children and youth and the longitudinal and bidirectional links with mental health challenges within the COVID-19 pandemic context. …”
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Relevancy Prediction of the Emerging Pathogens with Porcine Diarrhea by Logistic Regression Model by Benqiang Li, Jie Tao, Xin Li, Jinghua Cheng, Ying Shi, Pan Tang, Huili Liu

“…In this study, 3256 porcine fecal samples were collected from 17 pig herds in Shanghai, China, from 2015 to 2023 to identify novel pathogenic infection patterns. The results confirmed that porcine astrovirus (PAstV), porcine sapelovirus (PSV), and porcine epidemic diarrhea virus (PEDV) were the top three agents with positive rates of 28.47%, 20.71%, and 20.23%, respectively. …”
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Age-period-cohort analysis of global, regional, and national cervical cancer prevalence trends in women of childbearing age (15–49 years), 1990–2021 by Zeng-Tao Wang, Chuang-Wei Dang, Rui-Ling You, Shuo Li, Ting-Ting Jiang, Feng-Bo Zhu, Cai-Long Gu

“…Methods The analysis used data from the 2021 Global Burden of Disease (GBD) Study, which provided age-standardized rates of incidence, mortality, disability-adjusted life years, and prevalence across 204 countries. …”
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Prevalence and antimicrobial resistance of Streptococcus suis isolated from local pig breeds in Jiangxi Province, China by Mei-Fang Tan, Chen-Long Liu, Quan-Yong Zhou, Jia-Zhen Wei, Jia-Wei Hong, Ming-Chun Wan, Feng-Lin Zhang, Hua-Yuan Ji

“…Antimicrobial susceptibility testing revealed that >98% of isolates were susceptible to carbapenems (meropenem and imipenem), followed by doxycycline (71.6%), ceftiofur (65.9%), spectinomycin (64.4%), and amoxicillin (55.8%). High resistance rates were observed for tilmicosin (96.6%), sulfadiazine (92.8%), colistin (89.9%), apramycin (88.9%), chlortetracycline (87.5%), tiamulin (83.2%), and kanamycin (79.8%). 100% of isolates exhibited multidrug resistance, with significant variations in resistance patterns among breeds. …”
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Inferring methane emissions from African livestock by fusing drone, tower, and satellite data by A. van Hove, K. Aalstad, V. Lind, C. Arndt, V. Odongo, R. Ceriani, R. Ceriani, F. Fava, J. Hulth, N. Pirk

“…To address this issue, we developed an observing system that estimates methane emission rates by assimilating drone and flux tower observations into an atmospheric dispersion model. …”
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Experimental Study on Horizontal Pipeline Transportation Characteristics of Coarse Particle by Songye Lu, Yao Wang, Pan Jiang, Ting Xiong

“…Therefore, when the particle size of the dredged material increases or the concentration increases, the average flow rate of the mixture is appropriately increased to ensure that the flow pattern of the dredged material in the pipeline remains in a non-homogeneous suspended flow pattern, thereby improving the efficiency and stability of the transportation system. …”
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The Influence of Biochar on Growth of Lettuce and Potato by Kalika P Upadhyay, Doug George, Roger S Swift, Victor Galea

“…The pH and electrical conductivity increased as the biochar rates increased in all experiments. These results provide an avenue for soil management system by using biochar as an amendment in horticultural crops. …”
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Colorectal Cancer: A Total Provincial Experience with Survival Analysis by B.H. Weinerman, K.B. Orr

“…However, a continuing relapse rate was seen in all patients with any type of infiltrating disease (B1 and B2 There appeared to be continuing relapse patterns in all those groups to at least 96 months. …”
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Aggression in autism spectrum disorder: presentation and treatment options by Fitzpatrick S, Srivorakiat L, Wink L, Pedapati E, Erickson C

“…Sarah E Fitzpatrick, Laura Srivorakiat, Logan K Wink, Ernest V Pedapati, Craig A Erickson Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA Abstract: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by persistent difficulties in social communication and social interaction, coupled with restricted, repetitive patterns of behavior or interest. Research indicates that aggression rates may be higher in individuals with ASD compared to those with other developmental disabilities. …”
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Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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Sociodemographic and regional differences in neonatal and infant mortality in Switzerland in 2011–2018: the Swiss National Cohort by Veronika W. Skrivankova, Leonie D. Schreck, Claudia Berlin, Radoslaw Panczak, Kaspar Staub, Marcel Zwahlen, Sven M. Schulzke, Matthias Egger, Claudia E. Kuehni

“… BACKGROUND AND AIMS: Despite a well-funded healthcare system with universal insurance coverage, Switzerland has one of the highest neonatal and infant mortality rates among high-income countries. Identifying avoidable risk factors targeted by evidence-based policies is a public health priority. …”
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Evolution of the Diagnosis and Treatment of Acute Respiratory Distress Syndrome on the Basis of Up-to-Date Medical Technologies by Yu. V. Marchenkov, A. V. Vlasenko, V. V. Moroz, V. N. Yakovlev

“…The developed and clinically introduced new scientifically grounded methods for the prevention, diagnosis, and combination, differentiated treatment of ARDS could reduce the number of complications, the duration of mechanical ventilation, the length of stay in the intensive care unit, and mortality rates. Key words: acute respiratory distress syndrome, V. …”
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Consensus guidelines for the management of intracranial ependymoma for low- and middle-income countries by Ahsan Ali Khan, Muhammad Usman Khalid, Mohammad Hamza Bajwa, Izza Tahir, Shahier Paracha, Muhammad Shakir, Bilal Mazhar Qureshi, Naureen Mushtaq, Ahmed Gilani, Pakistan Brain Tumour Consortium: (Authors list at the end of the supplement), Syed Ather Enam.

“…Acknowledging the distinctepidemiological patterns of ependymomas, notably theirhigher incidence in paediatric patients, and variablesurvival rates, these guidelines emphasize tailoredmanagement approaches for different age groups. …”
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