mRNA-miRNA bipartite network reconstruction to predict prognostic module biomarkers in colorectal cancer stage differentiation.
Sign Up to like & getrecommendations! Published in 2017 at "Molecular bioSystems"
DOI: 10.1039/c7mb00400a
Abstract: Biomarker detection is one of the most important and challenging problems in cancer studies. Recently, non-coding RNA based biomarkers such as miRNA expression levels have been used for early diagnosis of many cancer types. In… read more here.
Keywords: bipartite network; bipartite; mirna bipartite; cancer ... See more keywords
A Bipartite Network and Resource Transfer-Based Approach to Infer lncRNA-Environmental Factor Associations
Sign Up to like & getrecommendations! Published in 2018 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2017.2695187
Abstract: Phenotypes and diseases are often determined by the complex interactions between genetic factors and environmental factors (EFs). However, compared with protein-coding genes and microRNAs, there is a paucity of computational methods for understanding the associations… read more here.
Keywords: bipartite network; network resource; resource transfer; approach ... See more keywords
A Total Variation Regularized Bipartite Network for Unsupervised Change Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2022.3224293
Abstract: Detecting changes in complicated remote sensing images have been gaining much attention. One of the main challenges lies in how to detect intrinsic changes robustly while avoiding the false alarms caused by various challenging factors,… read more here.
Keywords: network; regularized bipartite; total variation; bipartite network ... See more keywords
WBNPMD: weighted bipartite network projection for microRNA-disease association prediction
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Translational Medicine"
DOI: 10.1186/s12967-019-2063-4
Abstract: BackgroundRecently, numerous biological experiments have indicated that microRNAs (miRNAs) play critical roles in exploring the pathogenesis of various human diseases. Since traditional experimental methods for miRNA-disease associations detection are costly and time-consuming, it becomes urgent… read more here.
Keywords: bipartite network; disease; disease association; mirna disease ... See more keywords
LPI-IBNRA: Long Non-coding RNA-Protein Interaction Prediction Based on Improved Bipartite Network Recommender Algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2019.00343
Abstract: According to the latest research, lncRNAs (long non-coding RNAs) play a broad and important role in various biological processes by interacting with proteins. However, identifying whether proteins interact with a specific lncRNA through biological experimental… read more here.
Keywords: protein; bipartite network; long non; non coding ... See more keywords
A Bipartite Network Module-Based Project to Predict Pathogen–Host Association
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2019.01357
Abstract: Pathogen–host interactions play an important role in understanding the mechanism by which a pathogen can infect its host. Some approaches for predicting pathogen–host association have been developed, but prediction accuracy is still low. In this… read more here.
Keywords: bipartite network; pathogen; pathogen host; association ... See more keywords