Cooperative chameleon search optimization enabled deep ensemble classifier for emotion recognition using EEG signal [0.03%]
基于EEG信号的情感识别的协同变色龙搜索优化深度集成分类器
Mohammad Haider
Mohammad Haider
The extreme demand for determining the behavioral and cognitive functioning of individuals insists on the need for exploring efficient emotion recognition utilizing the Electroencephalography (EEG) signal. To tackle the issues of extracting...
Prediction of twin preterm birth based on quadratic discriminant analysis and electrohysterogram [0.03%]
基于二次判别分析和电宫缩图的双胎早产预测方法研究
Yue Sun,Ting Sun,Shuang Li et al.
Yue Sun et al.
Preterm birth is a significant cause of adverse maternal and fetal outcomes. Clinical evidence demonstrates a significantly higher incidence of preterm birth in twin pregnancies compared to singletons. This study evaluates the feasibility o...
Yanchun Wang,Yang He
Yanchun Wang
Conventional heart rate monitoring often struggles in dynamic exercise settings, facing challenges with accuracy and personalized adaptation. To address this, this study proposes a novel model utilizing Multi-Scale Spectral Feature selectio...
Emotional dynamics by multidimensional Gaidai risk evaluation method, combined with novel extended Weibull estimator [0.03%]
基于多维盖达危险评价法的情感动力学结合新颖扩展威布尔估计量
Oleg Gaidai,Shicheng He
Oleg Gaidai
This case study represents novel approach for human emotional dynamics, modelled as multidimensional stochastic process. Emotions being typically comprehended as physiological, perceptual, behavioral responses to personally relevant events ...
Tumor Microenvironment T-cell Heterogeneity and Prognostic Model Construction in Laryngeal Squamous Cell Carcinoma by Single-cell and Bulk RNA Sequencing [0.03%]
基于单细胞和bulk转录组测序的喉鳞癌肿瘤微环境内T细胞异质性及预后模型构建
Xin Pan,Jianchao Wang,Fenglei Liu et al.
Xin Pan et al.
Objective: Characterize T-cell profiles in laryngeal squamous cell carcinoma (LSCC) using single-cell RNA sequencing and develop a prognostic model. Metho...
Mechanism of compressive-performance regulation in bionic tubular scaffolds with integrated cellular structural parameters [0.03%]
集综合细胞结构参数的仿生管状支架抗压性能调控机制研究
Yilin Su,Xiaogang Ji,Jiaming Xin
Yilin Su
To develop lightweight biological scaffolds with good mechanical properties, this study explores elastic tubular scaffolds' compressive energy-absorption via bionic structures. Inspired by glass sponge microstructures and bamboo joint cross...
Kabir Bakhshaei,Sajad Salavatidezfouli,Giovanni Stabile et al.
Kabir Bakhshaei et al.
High-fidelity cardiovascular flow modeling requires accurate velocity boundary data, which strongly affects wall shear stress estimates used to predict diseases such as atherosclerosis. However, in-vivo data like 4D flow MRI are often noisy...
A predictive simulation study on how ankle foot orthosis stiffness affects the sit-to-walk movement [0.03%]
模拟踝足矫形器刚度对坐立至步行运动影响的预测研究
N F J Waterval,E van der Kruk
N F J Waterval
Ankle-foot orthoses (AFOs) can improve walking mobility in individuals with calf muscle weakness, but their impact on sit-to-walk, a common daily activity, is underexplored. Using predictive simulations, we tested the effects of AFO stiffne...
Stroke prediction using synthetic minority over-sampling technique and extreme gradient boosting [0.03%]
基于合成少数类过采样技术与极端梯度提升的卒中预测模型研究
Mahdi Hassan,Hamid Nasiri,Mona Esmaeili et al.
Mahdi Hassan et al.
Stroke is the world's second leading cause of death; its early prediction benefits from interpretable, high-accuracy models that can guide prevention and care. Using the Kaggle stroke dataset, we applied SMOTE to balance class distribution ...
Analysis of a novel therapeutic target and development of a prognostic model for primary glioblastoma based on ferroptosis-related genes [0.03%]
基于铁死亡相关基因的胶质母细胞瘤新治疗靶点分析及预后模型建立
Wenhua Zhang,Yaxiong Li,Conghui Li et al.
Wenhua Zhang et al.
This study establishes a novel prognostic signature based on seven ferroptosis-related genes (FRGs) for primary glioblastoma (GBM). The model independently predicts patient survival and is associated with distinct immune microenvironment pr...