A novel approach to predicting the synergy of anti-cancer drug combinations using document-based feature extraction.
Yongsun ShimMunhwan LeePil-Jong KimHong-Gee KimPublished in: BMC Bioinform. (2022)
Keyphrases
- feature extraction
- information retrieval systems
- breast cancer
- image processing
- preprocessing
- document images
- drug discovery
- information retrieval
- document collections
- pattern classification
- web documents
- document classification
- image classification
- tf idf
- extracted features
- document clustering
- structured documents
- relevant documents
- retrieval systems
- feature space
- feature vectors
- frequency domain
- dimensionality reduction
- linear discriminant analysis
- feature selection
- dimension reduction
- text categorization
- gabor filters
- wavelet transform
- gene selection
- database
- prostate cancer
- early detection
- document analysis
- cancer diagnosis
- image preprocessing