Deep Temporal Clustering of Pathological Gait Patterns in Post-Stroke Patients Using Joint Angle Trajectories: A Cross-Sectional Study by Gyeongmin Kim, Hyungtai Kim, Yun-Hee Kim, Seung-Jong Kim, Mun-Taek Choi

“…Rehabilitation of gait function in post-stroke hemiplegic patients is critical for improving mobility and quality of life, requiring a comprehensive understanding of individual gait patterns. …”
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ECC-Based Authentication Protocol for Military Internet of Drone (IoD): A Holistic Security Framework by Hyeon Choe, Dongsu Kang

“…Since military systems face significant risks when exposed to adversarial attacks, authentication of all participants is critical. However, stronger security through authentication often results in reduced usability and efficiency. …”
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Development and validation of a machine learning-based prediction model for hepatorenal syndrome in liver cirrhosis patients using MIMIC-IV and eICU databases by Fengwei Yao, Ji Luo, Qian Zhou, Luhua Wang, Zhijun He

“…Model performance was assessed using ROC curves, decision curve analysis (DCA), clinical impact curves (CIC), and calibration curves. Eight critical variables associated with HRS were identified using machine learning methods. …”
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Effects of neutrophil granule proteins on sepsis-associated lymphopenia and their relationship with CD4+ T-cell pyroptosis by Jia-yu Mao, Ya-wen Xie, Xian-li Lei, Jia-hui Zhang, Wei Cheng, Na Cui

“…We hypothesized that an elevated neutrophil granule protein level is associated with sepsis-associated lymphopenia (SAL).MethodsWe enrolled 61 patients with sepsis admitted to the Department of Critical Care Medicine of Peking Union Medical College Hospital between May 2022 and October 2023 in this study. …”
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Teak-Soil Interaction: Teak (Tectona grandis) Plantations Impact and are Impacted by Soil Properties and Fertility in Southwestern Ghana by Michael Asigbaase, Michael Annan, Daniel Adusu, Simon Abugre, Collins Ayine Nsor, Samuel Kumi, Selina Adutwumwaa Acheamfour

“…We concluded that site selection and tailored integrated soil fertility management for each plantation age are critical to sustainable teak production as teak plantations both affect and are affected by soil properties. …”
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Effects of age and circadian rhythm on vital parameters and erythrocyte osmotic fragility of donkeys during seasonal changes. by Moses Ayo-Opemipo Olorunfemi, Abdulhakeem Binhambali, Victor Olusegun Sinkalu, Mohammed Babashani, Felix Uchenna Samuel, Joseph Olusegun Ayo

“…Overall, this study elucidates the physiological adaptations of donkeys to seasonal thermal stress, providing critical insights into their health management and welfare in varying climatic conditions. …”
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Elucidation of Nature of Gene Action and Estimation of Combining Ability Effects for Fruit Yield Improvement and Yield Attributing Traits in Brinjal Landraces by Neha Rajan, Sandip Debnath, Avijit kr. Dutta, Brijesh Pandey, Ajeet Kr. Singh, Ravindra Kumar Singh, Anjani Kumar Singh, Betty Nokobi Dugbakie

“…Combining traditional breeding methods with biotechnological approaches, according to a new study, is critical for the transfer of favorable genes (traits) into farmed plants.…”
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Comparison of three- and six-component scoring models for predicting the futility in cancer resuscitation: a retrospective study by A. Pramono, N. Maryani

“… INTRODUCTION: Palliative care is an approach to managing patients with critical illnesses who require the support of organ function from failure, in addition to those with chronic and terminal diseases including cancer that cannot be cured until rehabilitation. …”
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Motor Imagery EEG Classification Based on Multi-Domain Feature Rotation and Stacking Ensemble by Xianglong Zhu, Ming Meng, Zewen Yan, Zhizeng Luo

“…Background: Decoding motor intentions from electroencephalogram (EEG) signals is a critical component of motor imagery-based brain–computer interface (MI–BCIs). …”
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Disposition to pediatric intensive care unit post supraglottoplasty repair: a systematic review by Esther ShinHyun Kang, Sena Turkdogan, Jeffrey C. Yeung

“…Risk of bias was assessed by two independent reviewers using QUADAS-2. Findings were critically appraised by three independent reviewers and pooled proportions of criteria meeting PICU admission were calculated for meta-analysis. …”
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Comparative Performance Analysis of Gear Oil Enhanced With Biomass-Derived Cellulose Nanocrystals and Al2O3 Nanoparticles by Ahmed Nabhan, Hamouda M. Mousa, Husain Alfadhel, Mohamed R. El-Sharkawy, Hossa F. Al-Shareef, Fatimah A. M. Al-Zahrani, Mohamed Taha

“…The objective is to ascertain the impact of these NPs on the lubricative qualities of gear oil which is a critical factor for the peak functioning and durability of mechanical systems. …”
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Learning interventions and training methods in health emergencies: A scoping review. by Heini Utunen, Giselle Balaciano, Elham Arabi, Anna Tokar, Aphaluck Bhatiasevi, Jane Noyes

“…<h4>Background</h4>Keeping the health workforce and the public informed about the latest evolving health information during a health emergency is critical to preventing, detecting and responding to infectious disease outbreaks or other health emergencies. …”
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Dynamic analysis and comparison of the performance of linear and nonlinear controllers applied to a nonlinear non-interactive and interactive process by José M. Campos-Salazar, Pablo Lecaros, Rodrigo Sandoval-García

“…This comprehensive analysis underscores the critical trade-offs between simplicity, computational overhead, and control efficacy when selecting appropriate control strategies for nonlinear, multi-variable processes.…”
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Effect of forging sequence and heat treatment on microstructure of high-duty power-plant shaft made of Cr-Mo ultra-high strength steel by Skubisz P., Lisiecki Ł.

“…It was found that the use of large feed ratios on cogging and varied cooling allowed to suppress the adverse effects of the inevitable abnormal grain growth, resulting in 1–2 ASTM in forged condition and reaching 6 ASTM and 8/9 ASTM after quenching in oil and water spray, respectively, which allowed a corresponding notched impact strength of 44÷48 and 85÷122 J/cm2 in the critical region of the forged shaft after tempering.…”
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Mental health help-seeking knowledge, attitudes and behaviour among male elite rugby players: the role of masculine health-related values by Simon M Rice, John L Oliffe, Yasutaka Ojio, Rei Amemiya

“…The SPSI was not significantly related to help-seeking measures.Conclusion Findings highlight critical gaps between intention and actual help-seeking behaviour among male elite athletes. …”
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The Protective Role of Ambient Ultraviolet Radiation Against Dementia: An Ecological Analysis of Global Data by Wenpeng You

“…Conclusion Lower ambient UVR levels are associated with higher dementia incidence rates worldwide, suggesting a critical role for UVR in mitigating dementia risk. …”
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Prevalence of prolonged grief disorder and its symptoms among bereaved individuals in China: a systematic review and meta-analysis by Bao-Liang Zhong, Meng-Di Yuan, Jun-Fa Liu

“…The risk of bias of the included studies and certainty of the evidence were assessed using the Joanna Briggs Institute Critical Appraisal Checklist for Studies Reporting Prevalence Data (‘JBI checklist’) and the Grading of Recommendations, Assessment, Development and Evaluations (GRADE), respectively. …”
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COVID-19 Vaccine Acceptance Level in Ethiopia: A Systematic Review and Meta-Analysis by Addisu Tadesse Sahile, Girma Demissie Gizaw, Tennyson Mgutshini, Zewdu Minwuyelet Gebremariam, Getabalew Endazenaw Bekele

“…The Joanna Briggs Institute prevalence critical appraisal tools and the modified NewcastleOttawa Scale (NOS) were used to assess the quality of evidence. …”
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New Architecture of Foreign Direct Investment Regulation in the European Union by D. E. Moiseeva, A. D. Kulinich

“…The findings reveal that the securitization of Chinese FDI served as a critical tool for the Commission to legitimize its push for supranational regulation. …”
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Qualitative systematic review on the lived experience of functional neurological disorder by Loyola McLean, Andrea Szasz, Anthony Korner

“…The qualitative literature search included book chapters, theses, fellowship reports and conference articles as well as peer-reviewed scientific journals.The Critical Appraisal Skills Programme tool was used to assess 33 papers, with eight papers included in the final synthesis. …”
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