A machine learning-based gene signature of response to the novel alkylating agent LP-184 distinguishes its potential tumor indications.
Umesh KathadAditya KulkarniJoseph Ryan McDermottJordan WegnerPeter CarrNeha BiyaniRama ModaliJean-Philippe RichardPanna SharmaKishor BhatiaPublished in: BMC Bioinform. (2021)
Keyphrases
- machine learning
- multi agent
- multi agent systems
- multiagent systems
- machine learning algorithms
- decision making
- linear programming
- autonomous agents
- data mining
- machine learning methods
- agent model
- computer science
- decision trees
- text classification
- learning algorithm
- intelligent agents
- breast cancer
- multiple agents
- microarray
- agent architecture
- dynamic environments
- cancer diagnosis
- text mining
- natural language processing
- action selection
- pedagogical agents
- cell lines
- data sets
- agent technology
- tumor detection
- learning tasks
- statistical methods
- linear program
- gene expression
- mobile agents
- knowledge acquisition
- information extraction
- objective function