The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical Practice.
Yin AphinyanaphongsDavid HolmesBerkman SahinerParsa MirhajiMichael DraugelisPublished in: AMIA (2017)
Keyphrases
- clinical practice
- machine learning
- machine learning methods
- statistical methods
- machine learning algorithms
- artificial intelligence
- medical domain
- coronary heart disease
- data mining
- knowledge discovery
- three dimensional
- feature selection
- image registration
- case based reasoning
- knowledge acquisition
- management system
- learning systems
- logistic regression
- sample size
- medical imaging
- computer vision
- clinical decision support systems
- learning algorithm