COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
Enzo BattistellaMaria VakalopoulouRoger SunThéo EstienneMarvin LerousseauSergey NikolaevEmilie Alvarez AndresAlexandre CarréStéphane NiyotekaCharlotte RobertNikos ParagiosEric DeutschPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- gene expression analysis
- k means
- clustering algorithm
- clustering method
- biological processes
- gene expression
- biologically meaningful
- gene expression data analysis
- regulatory networks
- signature recognition
- analysis of gene expression data
- microarray
- mathematical modeling
- biological entities
- gene expression data
- gene expression profiles
- gene ontology terms
- microarray expression data
- protein protein interaction networks
- dna microarray
- systems biology
- molecular biology
- biological systems
- biological data
- document clustering
- data points
- gene sets
- signature verification
- microarray datasets
- interaction networks
- gene regulation
- gene clusters
- cluster analysis