The latest research articles published by BioData Mining
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Machine-learning-based models to predict cardiovascular risk using oculomics and clinic variables in KNHANES

Recent researches have found a strong correlation between the triglyceride-glucose (TyG) index or the atherogenic index of plasma (AIP) and cardiovascular disease (CVD) risk. However, there is a lack of resear...

Tue Apr 23, 2024 14:58
Decoding dynamic miRNA:ceRNA interactions unveils therapeutic insights and targets across predominant cancer landscapes

Competing endogenous RNAs play key roles in cellular molecular mechanisms through cross-talk in post-transcriptional interactions. Studies on ceRNA cross-talk, which is particularly dependent on the abundance ...

Thu Apr 18, 2024 14:58
Evaluation of network-guided random forest for disease gene discovery

Gene network information is believed to be beneficial for disease module and pathway identification, but has not been explicitly utilized in the standard random forest (RF) algorithm for gene expression data a...

Thu Apr 18, 2024 14:58
MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder

Integrating multi-omics data is emerging as a critical approach in enhancing our understanding of complex diseases. Innovative computational methods capable of managing high-dimensional and heterogeneous datas...

Tue Mar 5, 2024 21:53
Interpreting drug synergy in breast cancer with deep learning using target-protein inhibition profiles

Breast cancer is the most common malignancy among women worldwide. Despite advances in treating breast cancer over the past decades, drug resistance and adverse effects remain challenging. Recent therapeutic p...

Fri Mar 1, 2024 23:15
Interaction models matter: an efficient, flexible computational framework for model-specific investigation of epistasis

Epistasis, the interaction between two or more genes, is integral to the study of genetics and is present throughout nature. Yet, it is seldom fully explored as most approaches primarily focus on single-locus ...

Thu Feb 29, 2024 23:24

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