Raman Spectroscopy of Cells for Cancer Classification Through Machine Learning.
Lerina AversanoMario Luca BernardiMarta CimitileAndrea CusanoMartina IammarinoMarco PiscoSara SpazianiChiara VerdonePublished in: MetroXRAINE (2023)
Keyphrases
- cancer classification
- machine learning
- raman spectra
- analysis of gene expression
- gene selection
- feature selection
- random forest
- cancer diagnosis
- microarray
- gene expression data
- microarray data
- gene expression profiling
- gene expression profiles
- colon cancer
- machine learning methods
- pattern recognition
- text classification
- machine learning algorithms
- decision trees
- computational biology
- support vector machine
- gene expression
- data sets
- cell nuclei
- high throughput
- data mining
- high dimensionality
- neural network
- learning algorithm
- high dimensional
- experimental conditions
- natural language processing
- dimensionality reduction
- feature set
- statistical methods
- unsupervised learning