An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
Get full text

Somatization symptoms and burnout: a correlational study among emergency nurses by Ningxiang Li, Ningxiang Li, Ningxiang Li, Nan Xie, Nan Xie, Nan Xie, Xiaoli Chen, Xiaoli Chen, Xiaoli Chen, Hao Zhang, Hao Zhang, Hao Zhang, Luying Zhong, Luying Zhong, Luying Zhong, Dongmei Diao, Dongmei Diao, Dongmei Diao, Ling Zhu, Ling Zhu, Ling Zhu, Yue Zhou, Yue Zhou, Yue Zhou

“…To address this issue, healthcare management should consider implementing alternative shift patterns, optimizing workforce allocation, and revising compensation systems to ensure equitable labor distribution. …”
Get full text

Trends in prescription opioid use in Europe: A DARWIN EU® multinational cohort study including seven European countries by Junqing Xie, Mike Du, Yuchen Guo, Cesar Barboza, James T. Brash, Antonella Delmestri, Talita Duarte-Salles, Talita Duarte-Salles, Jasmine Gratton, Romain Griffier, Raivo Kolde, Wai Yi Man, Núria Mercadé-Besora, Marek Oja, Sarah Seager, Katia Verhamme, Dina Vojinovic, Edward Burn, Daniel Prieto-Alhambra, Daniel Prieto-Alhambra, Martí Català, Annika M. Jödicke

“…Annual period prevalence and incidence rates of opioid prescriptions were estimated, and long-term trends were quantified as the percent change from 2012 to 2019. …”
Get full text

Long-term outcomes of dupilumab therapy in severe asthma: A retrospective, multicenter, real-world study by Carlo Mümmler, MD, Alexandra Lenoir, MD, Jeremias Götschke, MD, Michael Gerckens, MD, Merle Kaiser, MD, Moritz Kayser, MD, Nora Drick, MD, Hendrik Suhling, MD, Leonie Biener, MD, Carmen Pizarro, MD, Dirk Skowasch, MD, Nikolaus Kneidinger, MD, PhD, Jürgen Behr, MD, Katrin Milger, MD

“…Real-world data on the continuation and cessation patterns of dupilumab and long-term treatment efficacy are scarce. …”
Get full text

Barriers and facilitators to implementing a task-sharing mental health intervention for Sickle Cell Disease populations in low- and middle-income countries: a qualitative analysis... by John Patena, Leah Elster, Tania Hameed, Sumedha Kulkarni, Alden Yuanhong Lai, Annika C. Sweetland, Joyce Gyamfi, Temitope Ojo, Angela Odoms-Young, Charmaine Royal, Emmanuel Peprah

“…BackgroundPeople living with Sickle Cell Disease (SCD) experience higher rates of common mental disorders (CMD). There is an alarming treatment gap in the provision of adequate mental health services for CMDs in low- and middle-income countries (LMIC). …”
Get full text

Forecast of myocardial infarction incidence, events and prevalence in England to 2035 using a microsimulation model with endogenous disease outcomes. by Peter Scarborough, Asha Kaur, Linda J Cobiac

“…Age-standardised event rates show a similar pattern, with a non-significant upturn by 2035, larger for men than women. …”
Get full text

Advancements in cyberthreat intelligence through resource exhaustion attack detection using hybrid deep learning with heuristic search algorithms by S. Jayanthi, Swathi Sowmya Bavirthi, P. Murali, K. Vijaya Kumar, Hend Khalid Alkahtani, Mohamad Khairi Ishak, Samih M. Mostafa

“…Abstract The Distributed Denial of Service (DDoS) attack is uncontrollable and appears in different patterns and shapes; accordingly, it is not easily detected and solved with preceding solutions. …”
Get full text

Seasonal population dynamics and dietary switching of Vulpes spp. amplify Echinococcus spp. transmission in the Eastern Tibetan plateau: implications for wildlife-mediated zoonotic... by Xu Wang, Chuizhao Xue, Xueying Deng, Qilu Chen, Chunyang Li, Baixue Liu, Ying Wang, Yan Kui, Qingqiu Zuo, Jianhai Yin, Shuai Han, Yujuan Shen, Jianping Cao

“…This dietary diversification correlated with seasonal resource scarcity, driving foxes to exploit alternative prey. The infection rates of Echinococcus in V. ferrilata displayed the U-shaped seasonal patterns. …”
Get full text

Spatio-Temporal Characteristics and Driving Forces of Landscape Ecological Risks in Highly Urbanized Areas: A Case Study of Suzhou City by Lingyue LU, Dawei SHAO, Dianming WU

“…However, relatively little attention has been given to urbanized areas characterized by high rates of population growth and land development. …”
Get full text

A longitudinal qualitative study of clinical nurses caring for hospitalized adults during the first fifteen months of COVID-19: lessons in professional survival and leadership by Elizabeth M. Norman, Mildred Ortu Kowalski, Roxanne Sabatini, Carol S. Jones, Wendy Silverstein

“…At the time of this April surge, nurses were exposed to a virus with no standard treatments and high mortality rates. Using a longitudinal qualitative design, the team hoped to answer questions about what compelled these nurses to continue to come to work? …”
Get full text

Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…To further enhance modeling accuracy, deep learning models such as bidirectional long short-term memory (BiLSTM), bidirectional gated recurrent unit (BiGRU), and convolutional neural network–bidirectional gated recurrent unit (CNN-BiGRU) were introduced and compared comprehensively under the optimal spectral preprocessing conditions. …”
Get full text

Mixture of prompts learning for vision-language models by Yu Du, Yu Du, Yu Du, Yu Du, Yu Du, Tong Niu, Tong Niu, Tong Niu, Tong Niu, Tong Niu, Rong Zhao, Rong Zhao, Rong Zhao, Rong Zhao, Rong Zhao

“…Additionally, we introduce a novel gating mechanism to ensure the router selects prompts based on their similarity to hard prompt templates, which both retains knowledge from hard prompts and improves selection accuracy. …”
Get full text

The evolution of irreversible cell differentiation under cell death effect. by Yuanxiao Gao, Xueyan Zhao, Caixia Li

“…We show that irreversible differentiation is more likely to occur when cell death rates between cell types are linear. Meanwhile, differences in death rates between cell types affect the emergence conditions of irreversible differentiation, whereas no significant impacts on that from equal cell death rates. …”
Get full text

Decentralized Immunization Monitoring: Lessons Learnt from a Pilot Implementation in Kumbotso LGA, Kano State, Nigeria by Adam Attahiru, Yahaya Mohammed, Fiyidi Mikailu, Hyelshilni Waziri, Ndadilnasiya Endie Waziri, Mustapha Tukur, Bashir Sunusi, Mohammed Nasir Mahmoud, Nancy Vollmer, William Vargas, Yusuf Yusufari, Gustavo Corrêa, Heidi W. Reynolds, Teemar Fisseha, Talatu Buba Bello, Moreen Kamateeka, Adefisoye Oluwaseun Adewole, Musa Bello, Imam Wada Bello, Sulaiman Etamesor, Joseph J. Valadez, Patrick Nguku

“…Univariate and bivariate analyses were performed to show patterns and relations across variables. Results: Out of 418 caregivers surveyed, 98.1% were female. …”
Get full text

Fertility intentions among Chinese adults: a cross-sectional study using a national survey by Mingyan Hao, Chenxiao Zhang, Haofeng Fu, Jingting Zhang, Ziyi Zhang, Baotong Ma, Ruitong Xia, Yuanwei Lu, Jingwen Liu, Hanjia Xin, Yumeng Cao, Saier Yang, Runqing Li, Ji Zhao, Jin Zhang, Zheng Gao, Yaxin Zeng, Yixiao Ding, Zhuolun Ren, Yan Guan, Na Zhang, Jia Li, Yan Ma, Pei Wei, Jingjing Dong, Chen Chen, Yajing Zhou, Jianzhong Zheng, Wei Liu, Lizheng Wang

“…To tackle the challenge of decreasing fertility rates effectively, it is essential that interventions focus on younger women and highlight the advantages of living with multiple generations. …”
Get full text

Dependence of Indicators of Daily Blood Pressure Monitoring on Activity of Pathological Process in Patients with Systemic Lupus Erythematosus by Abrahamovych O., Abrahamovych U., Kushyna A., Guta S., Synenkyi O.

“…According to the first goal was rated the BP in the SLE patients during the period of 24 hours, for which: a) were examined the average daily, maximum and minimum levels of systolic blood pressure (SBP), diastolic blood pressure (DBP), the average blood pressure; b) was analysed the daily index (DI) of SBP, DBP and the average blood pressure; c) was examined the time index (TI) of SBP, DBP and the average blood pressure. …”
Get full text

Concrete Dam Deformation Prediction Model Based on Attention Mechanism and Deep Learning by ZHANG Hongrui, CAO Xin, JIANG Chao, ZU Anjun, XU Mingxiang

“…A comprehensive comparative analysis was conducted against multiple linear regression (MLR), ELM, gated recurrent unit (GRU), and convolutional-long short-term memory (C-LSTM) methods. …”
Get full text

Crosstalk between delayed and immediate subjective evaluation tasks by Guangqi Niu, Johan Lauwereyns

“…To investigate potential influences across subjective evaluations, the present study employed a dual-task paradigm in which an immediate rating task was embedded in a delayed choice task. …”
Get full text

Reduced threat-safety discrimination and generally enhanced generalization responses in adversity exposed youth with emerging psychiatric symptoms by Zhiling Qiao, Celine Samaey, Lise Jennen, Victor Mazereel, Davy Vancampfort, Bart Boets, Ruud van Winkel

“…Contrary to our hypothesis, this effect was driven by their enhanced risk ratings for the safety cue rather than blunted responses to the danger cue. …”
Get full text

Effects of PBAT biodegradable mulch on lettuce (Lactuca sativa L.) physiology and soil microbial community: Based on a long-term degradation trial by Weichang Gao, Zugui Tu, Xie Yin, Shuang Ming, Kai Cai

“…The relative abundances of the bacterial genus Chujaibacter and Pseudolabrys increased with high PBAT application rates. Beneficial fungi such as Amphinema and Trichoderma showed an increasing trend, while pathogenic fungi exhibited the opposite pattern. …”
Get full text