Development of a biomarker database toward performing disease classification and finding disease interrelations.
Shaikh Farhad HossainMing HuangNaoaki OnoAki MoritaShigehiko KanayaMd. Altaf-Ul-AminPublished in: Database J. Biol. Databases Curation (2021)
Keyphrases
- database
- disease diagnosis
- disease progression
- pattern recognition
- databases
- ovarian cancer
- supervised learning
- data sets
- outcome prediction
- dna microarray
- classification accuracy
- machine learning
- classification scheme
- support vector
- database applications
- classification algorithm
- relational databases
- gene expression data
- feature extraction
- decision trees
- text classification
- support vector machine svm
- classification method
- early diagnosis
- case study
- protein protein interaction networks
- class labels
- feature selection
- neural network
- high dimensionality
- feature space
- database management systems
- image classification
- support vector machine
- feature vectors
- training set