Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank.
Srijit SealOla SpjuthLayla Hosseini-GeramiMiguel García-OrtegónShantanu SinghAndreas BenderAnne E. CarpenterPublished in: J. Chem. Inf. Model. (2024)
Keyphrases
- data sets
- training data
- drug discovery
- database
- data sources
- chemical compounds
- data collection
- data processing
- data analysis
- statistical analysis
- missing data
- missing values
- original data
- input data
- labeled data
- semi supervised learning
- high dimensional data
- statistical methods
- raw data
- feature subset
- data samples
- feature selection
- machine learning