FragDPI: a novel drug-protein interaction prediction model based on fragment understanding and unified coding [0.03%]
FragDPI：基于片段理解和统一分码的新型药物蛋白质相互作用预测模型
Zhihui Yang,Juan Liu,Xuekai Zhu et al.
Zhihui Yang et al.
Prediction of drug-protein binding is critical for virtual drug screening. Many deep learning methods have been proposed to predict the drug-protein binding based on protein sequences and drug representation sequences. However, most existin...
AE-TPGG: a novel autoencoder-based approach for single-cell RNA-seq data imputation and dimensionality reduction [0.03%]
基于自编码器的单细胞RNA序列数据插补和降维的新方法AE-TPGG
Shuchang Zhao,Li Zhang,Xuejun Liu
Shuchang Zhao
Single-cell RNA sequencing (scRNA-seq) technology has become an effective tool for high-throughout transcriptomic study, which circumvents the averaging artifacts corresponding to bulk RNA-seq technology, yielding new perspectives on the ce...
Kaiyue Zhang,Xuan Song,Chenhan Zhang et al.
Kaiyue Zhang et al.
Federated learning came into being with the increasing concern of privacy security, as people's sensitive information is being exposed under the era of big data. It is an algorithm that does not collect users' raw data, but aggregates model...
Image smog restoration using oblique gradient profile prior and energy minimization [0.03%]
基于斜向梯度轮廓先验和能量最小化的图像雾霾去除方法
Ashok Kumar,Arpit Jain
Ashok Kumar
Removing the smog from digital images is a challenging pre-processing tool in various imaging systems. Therefore, many smog removal (i.e., desmogging) models are proposed so far to remove the effect of smog from images. The desmogging model...
Mathematical and computational approaches to epidemic modeling: a comprehensive review [0.03%]
流行病数学和计算模型的研究进展与挑战综述
Wei Duan,Zongchen Fan,Peng Zhang et al.
Wei Duan et al.
Mathematical and computational approaches are important tools for understanding epidemic spread patterns and evaluating policies of disease control. In recent years, epidemiology has become increasingly integrated with mathematics, sociolog...
Xiaolong Zheng,Yongguang Zhong,Daniel Zeng et al.
Xiaolong Zheng et al.
Social networks often serve as a critical medium for information dissemination, diffusion of epidemics, and spread of behavior, by shared activities or similarities between individuals. Recently, we have witnessed an explosion of interest i...
Li, Qiang; Han, Yahong; Dang et al.
Li et al.
Lee, JongHyuk; Choi, SungJin; Gil et al.
Lee et al.
Li, Xiaodong; Deng, Xiaotie; Zhu et al.
Li et al.