An efficient, not-only-linear correlation coefficient based on clustering
Identifying meaningful patterns in data is crucial for understanding complex biological
processes, particularly in transcriptomics, where genes with correlated expression often …
processes, particularly in transcriptomics, where genes with correlated expression often …
Projecting genetic associations through gene expression patterns highlights disease etiology and drug mechanisms
M Pividori, S Lu, B Li, C Su, ME Johnson… - Nature …, 2023 - nature.com
Genes act in concert with each other in specific contexts to perform their functions.
Determining how these genes influence complex traits requires a mechanistic …
Determining how these genes influence complex traits requires a mechanistic …
An efficient not-only-linear correlation coefficient based on machine learning
Correlation coefficients are widely used to identify patterns in data that may be of particular
interest. In transcriptomics, genes with correlated expression often share functions or are …
interest. In transcriptomics, genes with correlated expression often share functions or are …
Interpretable Machine Learning and Deep Learning Frameworks for Predictive Analytics and Biomarker Discovery from Multimodal Imaging Genetics Data
S Ghosal - 2023 - jscholarship.library.jhu.edu
In healthcare, neuroimaging studies and genetics research are generating torrents of data to
understand the hereditary components of neurological and psychiatric disorders …
understand the hereditary components of neurological and psychiatric disorders …
Systematic Mining of gut microbiota biomarkers for IBD
Y Zhang, W Lai, M Wang, S Lai, Q Liu, Q Luo, L Dou… - bioRxiv, 2024 - biorxiv.org
Background Inflammatory bowel disease (IBD), encompassing ulcerative colitis (UC) and
Crohn's disease (CD), represents a chronic inflammatory condition with an incompletely …
Crohn's disease (CD), represents a chronic inflammatory condition with an incompletely …
[PDF][PDF] An efficient not-only-linear correlation coefficient based on clustering
Correlation coefficients are widely used to identify patterns in data that may be of particular
interest. In transcriptomics, genes with correlated expression often share functions or are …
interest. In transcriptomics, genes with correlated expression often share functions or are …