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A review of principal component analysis algorithm for dimensionality reduction
BMS Hasan, AM Abdulazeez - Journal of Soft Computing …, 2021 - publisher.uthm.edu.my
Big databases are increasingly widespread and are therefore hard to understand, in
exploratory biomedicine science, big data in health research is highly exciting because data …
exploratory biomedicine science, big data in health research is highly exciting because data …
A novel autophagy‐related lncRNA prognostic risk model for breast cancer
X Li, F **, Y Li - Journal of Cellular and Molecular Medicine, 2021 - Wiley Online Library
Long non‐coding RNAs (lncRNAs) are well known as crucial regulators to breast cancer
development and are implicated in controlling autophagy. LncRNAs are also emerging as …
development and are implicated in controlling autophagy. LncRNAs are also emerging as …
Incorporating machine learning into established bioinformatics frameworks
N Auslander, AB Gussow, EV Koonin - International journal of molecular …, 2021 - mdpi.com
The exponential growth of biomedical data in recent years has urged the application of
numerous machine learning techniques to address emerging problems in biology and …
numerous machine learning techniques to address emerging problems in biology and …
Identification and validation of stemness-related lncRNA prognostic signature for breast cancer
X Li, Y Li, X Yu, F ** - Journal of translational medicine, 2020 - Springer
Abstract Background Long noncoding RNAs (lncRNAs) are emerging as crucial contributors
to the development of breast cancer and are involved in the stemness regulation of breast …
to the development of breast cancer and are involved in the stemness regulation of breast …
Microbial metabolomics: From novel technologies to diversified applications
D Ye, X Li, J Shen, X **a - TrAC Trends in Analytical Chemistry, 2022 - Elsevier
Microbial metabolomics focuses on the analysis of intracellular or extracellular primary
metabolites, signaling molecules, hormones, and secondary metabolites, and it is an …
metabolites, signaling molecules, hormones, and secondary metabolites, and it is an …
Cancer and neurodevelopmental disorders: multi-scale reasoning and computational guide
The connection and causality between cancer and neurodevelopmental disorders have
been puzzling. How can the same cellular pathways, proteins, and mutations lead to …
been puzzling. How can the same cellular pathways, proteins, and mutations lead to …
[HTML][HTML] The use of single-cell RNA-Seq to understand virus–host interactions
S Cristinelli, A Ciuffi - Current opinion in virology, 2018 - Elsevier
Highlights•Single cell analyses reveal cell heterogeneity, often masked at population
level.•ScRNA-Seq identifies transcriptomic signatures hallmarking distinct cell …
level.•ScRNA-Seq identifies transcriptomic signatures hallmarking distinct cell …
Single-cell RNA sequencing analysis of human chondrocytes reveals cell–cell communication alterations mediated by interactive signaling pathways in osteoarthritis
X Kang, K Zhang, Y Wang, Y Zhao, Y Lu - Frontiers in cell and …, 2023 - frontiersin.org
Objective: Osteoarthritis (OA) is a common joint disorder characterized by degenerative
articular cartilage, subchondral bone remodeling, and inflammation. Increasing evidence …
articular cartilage, subchondral bone remodeling, and inflammation. Increasing evidence …
MetaOmGraph: a workbench for interactive exploratory data analysis of large expression datasets
The diverse and growing omics data in public domains provide researchers with
tremendous opportunity to extract hidden, yet undiscovered, knowledge. However, the vast …
tremendous opportunity to extract hidden, yet undiscovered, knowledge. However, the vast …
Analysis of cuproptosis-related lncRNA signature for predicting prognosis and tumor immune microenvironment in pancreatic cancer
HF Yao, DP Xu, JH Zheng, Y Xu, QY Jia, YH Zhu… - Apoptosis, 2023 - Springer
Pancreatic cancer (PC) is a highly malignant digestive tract tumor, with a dismal 5-year
survival rate. Recently, cuproptosis was found to be copper-dependent cell death. This work …
survival rate. Recently, cuproptosis was found to be copper-dependent cell death. This work …