Enhancing Colon Cancer Prediction in Histopathology with Integrated Deep Learning Models: A Comparative Study on the LC25000 Dataset.
Asma MerabetAsma SaighiMohamed Abderraouf FerradjiZakaria LaboudiPublished in: PAIS (2024)
Keyphrases
- learning models
- colon cancer
- machine learning
- loss function
- learning tasks
- tissue samples
- learning algorithm
- cancer diagnosis
- machine learning algorithms
- prediction accuracy
- learning problems
- semi supervised learning
- classification models
- conditional random fields
- microarray
- pairwise
- data analysis
- gene expression
- similarity measure
- lung cancer
- data mining
- gene expression data
- feature set
- prior knowledge
- pattern recognition