Multi-disciplinary fairness considerations in machine learning for clinical trials.
Isabel ChienNina DeliuRichard E. TurnerAdrian WellerSofia S. VillarNiki KilbertusPublished in: CoRR (2022)
Keyphrases
- multi disciplinary
- clinical trials
- machine learning
- trends in artificial intelligence
- decision support system
- researchers and practitioners
- intelligent systems
- computational intelligence
- data mining
- artificial intelligence
- decision trees
- information extraction
- cancer patients
- learning algorithm
- experimental design
- recent advances
- clinical guidelines
- learning systems
- computer games
- information systems
- empirical studies
- model selection
- real world
- online learning
- disease progression
- decision making
- expert systems