[A study on heart sound classification algorithm based on improved Mel-frequency cepstrum coefficient feature extraction and deep Transformer] [0.03%]
[基于改进的Mel频率倒频系数特征提取和深度Transformer的心音分类算法研究]
Xin Meng,Sunjie Zhang
Xin Meng
Heart sounds are critical for early detection of cardiovascular diseases, yet existing studies mostly focus on traditional signal segmentation, feature extraction, and shallow classifiers, which often fail to sufficiently capture the dynami...
[Research on type 2 diabetes prediction algorithm based on photoplethysmography] [0.03%]
基于光容积描记术的二型糖尿病预测算法研究
Mingying Hu,Quanyu Wu,Yifan Cao et al.
Mingying Hu et al.
To address the current issues of data imbalance and scarcity in photoplethysmography (PPG) data for type 2 diabetes mellitus (T2DM) prediction, this study proposes an improved conditional Wasserstein generative adversarial network with grad...
[The design and application of a genu valgum gait recognition model based on triple attention mechanism and spatial hierarchical pooling strategy] [0.03%]
基于三重注意力机制和空间分层汇聚策略的膝内翻步态识别模型的设计与应用研究
Xiaoneng Song,Kun Qian,Xuan Hou et al.
Xiaoneng Song et al.
To facilitate the early intelligent screening of pediatric genu valgum, this study develops a deep learning-based gait recognition model tailored for clinical application. The model is constructed upon a three-dimensional residual network a...
[Predicting epileptic seizures based on a multi-convolution fusion network] [0.03%]
基于多卷积融合网络的癫痫发作预测
Xueting Shen,Yan Piao,Huiru Yang et al.
Xueting Shen et al.
Current epilepsy prediction methods are not effective in characterizing the multi-domain features of complex long-term electroencephalogram (EEG) data, leading to suboptimal prediction performance. Therefore, this paper proposes a novel mul...
[A method for emotion transition recognition using cross-modal feature fusion and global perception] [0.03%]
[一种基于跨模态特征融合和全局感知的情绪转换识别方法]
Lilin Jie,Yangmeng Zou,Zhengxiu Li et al.
Lilin Jie et al.
Current studies on electroencephalogram (EEG) emotion recognition primarily concentrate on discrete stimulus paradigms under controlled laboratory settings, which cannot adequately represent the dynamic transition characteristics of emotion...
[A head direction cell model based on a spiking neural network with landmark-free calibration] [0.03%]
[一种基于脉冲神经网络的地标无关式头向单元模型]
Naigong Yu,Jingsen Huang,Ke Lin et al.
Naigong Yu et al.
In animal navigation, head direction is encoded by head direction cells within the olfactory-hippocampal structures of the brain. Even in darkness or unfamiliar environments, animals can estimate their head direction by integrating self-mot...
[Study on the electric field transmission characteristics of conducted-electrode tumor treating fields] [0.03%]
[施加电极 TTFields 输导特性研究]
Kaida Liu,Junxia Zhang,Jiaqi Shi et al.
Kaida Liu et al.
Tumor treating fields (TTF) therapy is an innovative tumor treatment modality. Currently, the TTF devices predominantly employ insulated ceramic electrodes as the electric field transmission medium, resulting in low energy transfer efficien...
[Effect of lower limb amputation on hemodynamic environment of the left coronary artery: a numerical study] [0.03%]
下肢截肢对左冠状动脉血流动力学环境影响的数值研究
Tianxiang Tai,Wentao Jiang,Zhongyou Li et al.
Tianxiang Tai et al.
It has been found that the incidence of cardiovascular disease in patients with lower limb amputation is significantly higher than that in normal people, and the risk of developing coronary atherosclerosis is much higher than that in other ...
[Structural design and mechanical analysis of a "drum-shaped" balloon-expandable valve stent in expanded configuration] [0.03%]
一种“鼓形”可膨胀瓣膜血管支架的结构设计及机械性能分析
Youzhi Zhao,Qianwen Hou,Jianye Zhou et al.
Youzhi Zhao et al.
Stent migration is one of the common complications following transcatheter valve implantation. This study aims to design a "drum-shaped" balloon-expandable aortic valve stent to address this issue and conduct a mechanical analysis. The impl...
[Deep overparameterized blood cell detection algorithm utilizing hybrid attention mechanisms] [0.03%]
基于混合注意力机制的深度过参数化血液细胞检测算法
Shuo Zhu,Xukang Zhang,Zongyang Wang et al.
Shuo Zhu et al.
To address the challenges in blood cell recognition caused by diverse morphology, dense distribution, and the abundance of small target information, this paper proposes a blood cell detection algorithm - the "You Only Look Once" model based...