LDA-VGHB: identifying potential lncRNA–disease associations with singular value decomposition, variational graph auto-encoder and heterogeneous Newton …
L Peng, L Huang, Q Su, G Tian, M Chen… - Briefings in …, 2024 - academic.oup.com
Long noncoding RNAs (lncRNAs) participate in various biological processes and have close
linkages with diseases. In vivo and in vitro experiments have validated many associations …
linkages with diseases. In vivo and in vitro experiments have validated many associations …
SVDNVLDA: predicting lncRNA-disease associations by Singular Value Decomposition and node2vec
J Li, J Li, M Kong, D Wang, K Fu, J Shi - BMC bioinformatics, 2021 - Springer
Background Numerous studies on discovering the roles of long non-coding RNAs (lncRNAs)
in the occurrence, development and prognosis progresses of various human diseases have …
in the occurrence, development and prognosis progresses of various human diseases have …
Novel human lncRNA–disease association inference based on lncRNA expression profiles
X Chen, GY Yan - Bioinformatics, 2013 - academic.oup.com
Motivation: More and more evidences have indicated that long–non-coding RNAs (lncRNAs)
play critical roles in many important biological processes. Therefore, mutations and …
play critical roles in many important biological processes. Therefore, mutations and …
SDLDA: lncRNA-disease association prediction based on singular value decomposition and deep learning
In recent years, accumulating studies have shown that long non-coding RNAs (lncRNAs) not
only play an important role in the regulation of various biological processes but also are the …
only play an important role in the regulation of various biological processes but also are the …
TPGLDA: Novel prediction of associations between lncRNAs and diseases via lncRNA-disease-gene tripartite graph
Accumulating evidences have indicated that lncRNAs play an important role in various
human complex diseases. However, known disease-related lncRNAs are still comparatively …
human complex diseases. However, known disease-related lncRNAs are still comparatively …
LDICDL: LncRNA-disease association identification based on collaborative deep learning
W Lan, D Lai, Q Chen, X Wu, B Chen… - … ACM transactions on …, 2020 - ieeexplore.ieee.org
It has been proved that long noncoding RNA (lncRNA) plays critical roles in many human
diseases. Therefore, inferring associations between lncRNAs and diseases can contribute to …
diseases. Therefore, inferring associations between lncRNAs and diseases can contribute to …
MHRWR: Prediction of lncRNA-disease associations based on multiple heterogeneous networks
In the last few years, accumulating evidences had demonstrated that long non-coding RNAs
(lncRNAs) participated in the regulation of target gene expression and played an important …
(lncRNAs) participated in the regulation of target gene expression and played an important …
A representation learning model based on variational inference and graph autoencoder for predicting lncRNA-disease associations
Background Numerous studies have demonstrated that long non-coding RNAs are related
to plenty of human diseases. Therefore, it is crucial to predict potential lncRNA-disease …
to plenty of human diseases. Therefore, it is crucial to predict potential lncRNA-disease …
iLncRNAdis-FB: identify lncRNA-disease associations by fusing biological feature blocks through deep neural network
H Wei, Q Liao, B Liu - IEEE/ACM transactions on computational …, 2020 - ieeexplore.ieee.org
Identification of lncRNA-disease associations is not only important for exploring the disease
mechanism, but will also facilitate the molecular targeting drug discovery. Fusing multiple …
mechanism, but will also facilitate the molecular targeting drug discovery. Fusing multiple …
LDAH2V: Exploring meta-paths across multiple networks for lncRNA-disease association prediction
L Deng, W Li, J Zhang - IEEE/ACM Transactions on …, 2019 - ieeexplore.ieee.org
Accumulating evidence has demonstrated dysfunctions of long non-coding RNAs (lncRNAs)
are involved in various complex human diseases. However, even today, the relationships …
are involved in various complex human diseases. However, even today, the relationships …
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