Prediction of DILI in Humans: Investigating Opportunities in DILIst Data, Chemical Features, Machine Learning and Rule-Based Methods.
Advaith Nila NarayananShyam Sundar DasT. T. MirnalineePublished in: BIBM (2023)
Keyphrases
- machine learning
- statistical methods
- data sets
- machine learning methods
- data collection
- data mining techniques
- data analysis
- human experts
- prior knowledge
- high dimensional data
- predictive model
- data mining methods
- learning models
- feature subset
- image data
- learned models
- complex structures
- machine learning approaches
- special features
- database
- predictive features
- spatial data
- computer vision
- training data
- data structure
- preprocessing
- data points
- knowledge discovery
- image features
- data quality
- noisy data
- human subjects
- xml documents
- feature vectors
- feature space
- spectral clustering
- feature construction
- complex patterns
- machine learning models
- informative features
- machine learning algorithms
- classification method