Histopathological diagnosis of colon cancer using micro-FTIR hyperspectral imaging and deep learning.
Frederico Barbosa MunizMatheus de Freitas Oliveira BaffaSergio Britto GarciaLuciano BachmannJoaquim Cezar FelipePublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- deep learning
- hyperspectral imaging
- colon cancer
- tissue samples
- cancer diagnosis
- target detection
- hyperspectral
- microarray
- cell nuclei
- remote sensing
- gene expression data
- unsupervised learning
- cancer classification
- infrared
- gene selection
- mental models
- lung cancer
- machine learning
- gene expression
- gene expression profiles
- hyperspectral images
- weakly supervised
- false alarms
- multispectral
- dimensionality reduction
- high resolution
- learning algorithm