Machine learning classification of diagnostic accuracy in pathologists interpreting breast biopsies.
Tad T. BrunyéKelsey BoothDalit D. HendelKathleen F. KerrHannah ShucardDonald L. WeaverJoann G. ElmorePublished in: J. Am. Medical Informatics Assoc. (2024)
Keyphrases
- machine learning
- breast cancer diagnosis
- classification accuracy
- pattern recognition
- machine learning methods
- roc analysis
- text classification
- supervised machine learning
- support vector machine
- decision trees
- accuracy rate
- machine learning algorithms
- supervised classification
- breast cancer
- high accuracy
- feature selection
- supervised learning
- active learning
- model selection
- classification method
- classification rate
- multiple classifier systems
- induction algorithms
- data mining
- roc curve
- image classification
- feature vectors
- machine learning approaches
- feature extraction
- support vector
- classification algorithm
- prediction accuracy
- learning algorithm
- digitized mammograms
- computer aided diagnosis systems