CIPHER-SC: Disease-Gene Association Inference Using Graph Convolution on a Context-Aware Network With Single-Cell Data [0.03%]
CIPHER-SC：在上下文感知网络上使用图卷积结合单细胞数据推断疾病基因关联
Yiding Zhang,Lyujie Chen,Shao Li
Yiding Zhang
Inference of disease-gene associations helps unravel the pathogenesis of diseases and contributes to the treatment. Although many machine learning-based methods have been developed to predict causative genes, accurate association inference ...
Common Neighbors Extension of the Sticky Model for PPI Networks Evaluated by Global and Local Graphlet Similarity [0.03%]
全局和局部图相似性评估的PPI网络粘性模型的公共邻居扩展研究
Sridevi Maharaj,Taotao Qian,Zarin Ohiba et al.
Sridevi Maharaj et al.
The structure of protein-protein interaction (PPI) networks has been studied for over a decade. Many theoretical models have been proposed to model PPI network structure, but continuing noise and incompleteness in these networks make conclu...
A New Approach to Deriving Prognostic Gene Pairs From Cancer Patient-Specific Gene Correlation Networks [0.03%]
基于癌症患者特异性基因相关性网络预测预后基因对的新方法
Byungkyu Park,Wook Lee,Kyungsook Han
Byungkyu Park
Many of the known prognostic gene signatures for cancer are individual genes or combination of genes, found by the analysis of microarray data. However, many of the known cancer signatures are less predictive than random gene expression sig...
DNA Privacy: Analyzing Malicious DNA Sequences Using Deep Neural Networks [0.03%]
DNA隐私性：使用深度神经网络分析恶意DNA序列
Ho Bae,Seonwoo Min,Hyun-Soo Choi et al.
Ho Bae et al.
Recent advances in next-generation sequencing technologies have led to the successful insertion of video information into DNA using synthesized oligonucleotides. Several attempts have been made to embed larger data into living organisms. Th...
Learning Transferable Driven and Drone Assisted Sustainable and Robust Regional Disease Surveillance for Smart Healthcare [0.03%]
学习可转移的驱动和无人机辅助的可持续稳健的区域疾病监控在智能医疗中的应用
Yong Jin,Zhenjiang Qian,Shengrong Gong et al.
Yong Jin et al.
Smart healthcare has been applied in many fields such as disease surveillance and telemedicine, etc. However, there are some challenges for device deployment, data collection and guarantee of stainability in regional disease surveillance. F...
Deciphering Key Genes and miRNAs Associated With Hepatocellular Carcinoma via Network-Based Approach [0.03%]
通过网络方法解析与肝细胞癌相关的基因和microRNA
Sachin Bhatt,Prithvi Singh,Archana Sharma et al.
Sachin Bhatt et al.
Hepatocellular carcinoma (HCC)is a common type of liver cancer and has a high mortality world-widely. The diagnosis, prognoses, and therapeutics are very poor due to the unclear molecular mechanism of progression of the disease. To unveil t...
Dual Triggered Correspondence Topic (DTCT)model for MeSH annotation [0.03%]
用于MeSH注释的双重触发对应主题(DTCT)模型
Seonho Kim,Juntae Yoon
Seonho Kim
Accurate Medical Subject Headings (MeSH)annotation is an important issue for researchers in terms of effective information retrieval and knowledge discovery in the biomedical literature. We have developed a powerful dual triggered correspon...
Pregnancy Associated Breast Cancer Gene Expressions : New Insights on Their Regulation Based on Rare Correlated Patterns [0.03%]
与妊娠相关的乳腺癌基因表达：基于罕见相关模式的新见解
Souad Bouasker,Wissem Inoubli,Sadok Ben Yahia et al.
Souad Bouasker et al.
Breast-cancer (BC) is the most common invasive cancer in women, with considerable death. Given that, BC is classified as a hormone-dependent cancer, when it collides with pregnancy, different questions may arise for which there are still no...
Protein Fold Recognition From Sequences Using Convolutional and Recurrent Neural Networks [0.03%]
利用卷积和递归神经网络从蛋白质序列中识别蛋白折叠类型
Amelia Villegas-Morcillo,Angel M Gomez,Juan A Morales-Cordovilla et al.
Amelia Villegas-Morcillo et al.
The identification of a protein fold type from its amino acid sequence provides important insights about the protein 3D structure. In this paper, we propose a deep learning architecture that can process protein residue-level features to add...
Designing Uncorrelated Address Constrain for DNA Storage by DMVO Algorithm [0.03%]
利用DMVO算法为DNA存储设计不相关地址约束
Ben Cao,Xue Ii,Xiaokang Zhang et al.
Ben Cao et al.
At present, huge amounts of data are being produced every second, a situation that will gradually overwhelm current storage technology. DNA is a storage medium that features high storage density and long-term stability and is now considered...