Analysis of a pilot study collecting pathologist annotations for validating machine learning algorithms.
Katherine ElferVictor GarciaBrandon D. GallasPublished in: Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Keyphrases
- machine learning algorithms
- pilot study
- benchmark data sets
- learning algorithm
- predictive accuracy
- machine learning
- learning problems
- learning tasks
- transfer learning
- machine learning methods
- general purpose
- computer games
- active learning
- decision trees
- machine learning models
- real world
- data structure
- random forests
- input features
- machine learning systems
- pilot project