Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI.
Hubert Dariusz ZajacNatalia Rozalia AvlonaTariq O. AndersenFinn KensingIrina ShklovskiPublished in: CoRR (2023)
Keyphrases
- factors affecting
- ground truth
- factors influencing
- medical students
- training dataset
- artificial intelligence
- key factors
- benchmark datasets
- training samples
- linear svm
- ai systems
- training process
- training set
- intelligent systems
- perceived usefulness
- high quality
- supervised learning
- training algorithm
- training examples
- case based reasoning
- knowledge representation
- gold standard
- ground truth data
- expert systems
- training phase
- medical diagnosis
- john mccarthy
- semi automatic
- training and testing data
- machine learning
- ground truth labels
- medical knowledge
- synthetic datasets
- serious games
- human subjects
- medical imaging
- proceedings of the th international conference