Reinforcement learning method for machining deformation control based on meta-invariant feature space [0.03%]
基于元不变特征空间的加工变形控制强化学习方法
Yujie Zhao,Changqing Liu,Zhiwei Zhao et al.
Yujie Zhao et al.
Precise control of machining deformation is crucial for improving the manufacturing quality of structural aerospace components. In the machining process, different batches of blanks have different residual stress distributions, which pose a...
Louis Zhang
Louis Zhang
As one of the most widely used assays in biological research, an enumeration of the bacterial cell colonies is an important but time-consuming and labor-intensive process. To speed up the colony counting, a machine learning method is presen...
Two fully automated data-driven 3D whole-breast segmentation strategies in MRI for MR-based breast density using image registration and U-Net with a focus on reproducibility [0.03%]
基于图像配准和U网的乳腺MRI中两种全自动数据驱动的3D全乳房分割策略，侧重于可重复性
Jia Ying,Renee Cattell,Tianyun Zhao et al.
Jia Ying et al.
Presence of higher breast density (BD) and persistence over time are risk factors for breast cancer. A quantitatively accurate and highly reproducible BD measure that relies on precise and reproducible whole-breast segmentation is desirable...
Lin Yin,Wei Li,Yang Du et al.
Lin Yin et al.
Magnetic particle imaging (MPI) is an emerging molecular imaging technique with high sensitivity and temporal-spatial resolution. Image reconstruction is an important research topic in MPI, which converts an induced voltage signal into the ...
Superiority of quadratic over conventional neural networks for classification of gaussian mixture data [0.03%]
二次神经网络在高斯混合数据分类中的优越性研究
Tianrui Qi,Ge Wang
Tianrui Qi
To enrich the diversity of artificial neurons, a type of quadratic neurons was proposed previously, where the inner product of inputs and weights is replaced by a quadratic operation. In this paper, we demonstrate the superiority of such qu...
Optical neuroimaging: advancing transcranial magnetic stimulation treatments of psychiatric disorders [0.03%]
光学神经影像学：推进经颅磁刺激治疗精神障碍方法的发展
Shixie Jiang,Linda L Carpenter,Huabei Jiang
Shixie Jiang
Transcranial magnetic stimulation (TMS) has been established as an important and effective treatment for various psychiatric disorders. However, its effectiveness has likely been limited due to the dearth of neuronavigational tools for targ...
Li-Yong Shen,Meng-Xing Wang,Hong-Yu Ma et al.
Li-Yong Shen et al.
Combining computer-aided design and computer numerical control (CNC) with global technical connections have become interesting topics in the manufacturing industry. A framework was implemented that includes point clouds to workpieces and co...
Open-source algorithm and software for computed tomography-based virtual pancreatoscopy and other applications [0.03%]
基于CT的虚拟胰管成像算法和软件的开发及应用研究
Haofan Huang,Xiaxia Yu,Mu Tian et al.
Haofan Huang et al.
Pancreatoscopy plays a significant role in the diagnosis and treatment of pancreatic diseases. However, the risk of pancreatoscopy is remarkably greater than that of other endoscopic procedures, such as gastroscopy and bronchoscopy, owing t...
STTG-net: a Spatio-temporal network for human motion prediction based on transformer and graph convolution network [0.03%]
基于变压器和图卷积网络的人体运动预测时空网络
Lujing Chen,Rui Liu,Xin Yang et al.
Lujing Chen et al.
In recent years, human motion prediction has become an active research topic in computer vision. However, owing to the complexity and stochastic nature of human motion, it remains a challenging problem. In previous works, human motion predi...
Improved non-uniform subdivision scheme with modified Eigen-polyhedron [0.03%]
一种基于修正特征多面体的改进非均匀细分方法
Jingjing Zhang,Yufeng Tian,Xin Li
Jingjing Zhang
In this study, a systematic refinement method was developed for non-uniform Catmull-Clark subdivision surfaces to improve the quality of the surface at extraordinary points (EPs). The developed method modifies the eigenpolyhedron by designi...