Predicting RNA structures and functions by artificial intelligence
RNA functions by interacting with its intended targets structurally. However, due to the
dynamic nature of RNA molecules, RNA structures are difficult to determine experimentally …
dynamic nature of RNA molecules, RNA structures are difficult to determine experimentally …
[HTML][HTML] Data resources and computational methods for lncRNA-disease association prediction
N Sheng, L Huang, Y Lu, H Wang, L Yang… - Computers in Biology …, 2023 - Elsevier
Increasing interest has been attracted in deciphering the potential disease pathogenesis
through lncRNA-disease association (LDA) prediction, regarding to the diverse functional …
through lncRNA-disease association (LDA) prediction, regarding to the diverse functional …
Multi-task prediction-based graph contrastive learning for inferring the relationship among lncRNAs, miRNAs and diseases
Motivation Identifying the relationships among long non-coding RNAs (lncRNAs),
microRNAs (miRNAs) and diseases is highly valuable for diagnosing, preventing, treating …
microRNAs (miRNAs) and diseases is highly valuable for diagnosing, preventing, treating …
LncRNA-disease association identification using graph auto-encoder and learning to rank
Q Liang, W Zhang, H Wu, B Liu - Briefings in Bioinformatics, 2023 - academic.oup.com
Discovering the relationships between long non-coding RNAs (lncRNAs) and diseases is
significant in the treatment, diagnosis and prevention of diseases. However, current …
significant in the treatment, diagnosis and prevention of diseases. However, current …
LDAformer: predicting lncRNA-disease associations based on topological feature extraction and Transformer encoder
Y Zhou, X Wang, L Yao, M Zhu - Briefings in Bioinformatics, 2022 - academic.oup.com
The identification of long noncoding RNA (lncRNA)-disease associations is of great value for
disease diagnosis and treatment, and it is now commonly used to predict potential lncRNA …
disease diagnosis and treatment, and it is now commonly used to predict potential lncRNA …
Multi-view contrastive heterogeneous graph attention network for lncRNA–disease association prediction
Motivation: Exploring the potential long noncoding RNA (lncRNA)-disease associations
(LDAs) plays a critical role for understanding disease etiology and pathogenesis. Given the …
(LDAs) plays a critical role for understanding disease etiology and pathogenesis. Given the …
A survey of deep learning for detecting miRNA-disease associations: databases, computational methods, challenges, and future directions
N Sheng, X Xie, Y Wang, L Huang… - IEEE/ACM …, 2024 - ieeexplore.ieee.org
MicroRNAs (miRNAs) are an important class of non-coding RNAs that play an essential role
in the occurrence and development of various diseases. Identifying the potential miRNA …
in the occurrence and development of various diseases. Identifying the potential miRNA …
HOPEXGB: a consensual model for predicting miRNA/lncRNA-disease associations using a heterogeneous disease-miRNA-lncRNA information network
J He, M Li, J Qiu, X Pu, Y Guo - Journal of Chemical Information …, 2023 - ACS Publications
Predicting disease-related microRNAs (miRNAs) and long noncoding RNAs (lncRNAs) is
crucial to find new biomarkers for the prevention, diagnosis, and treatment of complex …
crucial to find new biomarkers for the prevention, diagnosis, and treatment of complex …
Node-adaptive graph Transformer with structural encoding for accurate and robust lncRNA-disease association prediction
Abstract Background Long noncoding RNAs (lncRNAs) are integral to a plethora of critical
cellular biological processes, including the regulation of gene expression, cell …
cellular biological processes, including the regulation of gene expression, cell …
GAE-LGA: integration of multi-omics data with graph autoencoders to identify lncRNA–PCG associations
M Gao, S Liu, Y Qi, X Guo, X Shang - Briefings in Bioinformatics, 2022 - academic.oup.com
Long non-coding RNAs (lncRNAs) can disrupt the biological functions of protein-coding
genes (PCGs) to cause cancer. However, the relationship between lncRNAs and PCGs …
genes (PCGs) to cause cancer. However, the relationship between lncRNAs and PCGs …