Feature fusion-based food protein subcellular prediction for drug composition
The structure and function of dietary proteins, as well as their subcellular prediction, are
critical for designing and developing new drug compositions and understanding the …
critical for designing and developing new drug compositions and understanding the …
Applications of deep learning for drug discovery systems with bigdata
Y Matsuzaka, R Yashiro - BioMedInformatics, 2022 - mdpi.com
The adoption of “artificial intelligence (AI) in drug discovery”, where AI is used in the process
of pharmaceutical research and development, is progressing. By using the ability to process …
of pharmaceutical research and development, is progressing. By using the ability to process …
PScL-HDeep: image-based prediction of protein subcellular location in human tissue using ensemble learning of handcrafted and deep learned features with two …
Protein subcellular localization plays a crucial role in characterizing the function of proteins
and understanding various cellular processes. Therefore, accurate identification of protein …
and understanding various cellular processes. Therefore, accurate identification of protein …
Multi-scale deep learning for the imbalanced multi-label protein subcellular localization prediction based on immunohistochemistry images
F Wang, L Wei - Bioinformatics, 2022 - academic.oup.com
Motivation The development of microscopic imaging techniques enables us to study protein
subcellular locations from the tissue level down to the cell level, contributing to the rapid …
subcellular locations from the tissue level down to the cell level, contributing to the rapid …
Integrative survival analysis of breast cancer with gene expression and DNA methylation data
I Bichindaritz, G Liu, C Bartlett - Bioinformatics, 2021 - academic.oup.com
Motivation Integrative multi-feature fusion analysis on biomedical data has gained much
attention recently. In breast cancer, existing studies have demonstrated that combining …
attention recently. In breast cancer, existing studies have demonstrated that combining …
DLMBHCO: design of an augmented bioinspired deep learning-based multidomain body parameter analysis via heterogeneous correlative body organ analysis
Progressive organ-level disorders in the human body are often correlated with diseases in
other body parts. For instance, liver diseases can be linked with heart issues, while cancers …
other body parts. For instance, liver diseases can be linked with heart issues, while cancers …
Automated classification of protein subcellular localization in immunohistochemistry images to reveal biomarkers in colon cancer
ZZ Xue, Y Wu, QZ Gao, L Zhao, YY Xu - BMC bioinformatics, 2020 - Springer
Background Protein biomarkers play important roles in cancer diagnosis. Many efforts have
been made on measuring abnormal expression intensity in biological samples to identity …
been made on measuring abnormal expression intensity in biological samples to identity …
A Review for Artificial Intelligence Based Protein Subcellular Localization
Proteins need to be located in appropriate spatiotemporal contexts to carry out their diverse
biological functions. Mislocalized proteins may lead to a broad range of diseases, such as …
biological functions. Mislocalized proteins may lead to a broad range of diseases, such as …
MiRLoc: predicting miRNA subcellular localization by incorporating miRNA–mRNA interactions and mRNA subcellular localization
M Xu, Y Chen, Z Xu, L Zhang, H Jiang… - Briefings in …, 2022 - academic.oup.com
Subcellular localization of microRNAs (miRNAs) is an important reflection of their biological
functions. Considering the spatio-temporal specificity of miRNA subcellular localization …
functions. Considering the spatio-temporal specificity of miRNA subcellular localization …
Dual-Signal Feature Spaces Map Protein Subcellular Locations Based on Immunohistochemistry Image and Protein Sequence
K Zou, S Wang, Z Wang, H Zou, F Yang - Sensors, 2023 - mdpi.com
Protein is one of the primary biochemical macromolecular regulators in the compartmental
cellular structure, and the subcellular locations of proteins can therefore provide information …
cellular structure, and the subcellular locations of proteins can therefore provide information …