Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review.
Ricardo GonzalezPeyman NejatAshirbani SahaClinton J. V. CampbellAndrew P. NorganCynthia LokkerPublished in: CoRR (2023)
Keyphrases
- outcome prediction
- breast cancer
- breast cancer diagnosis
- diagnosis of breast cancer
- machine learning models
- breast cancer patients
- bladder cancer
- systematic review
- early detection
- cancer patients
- genomic data
- logistic regression
- machine learning algorithms
- spam filtering
- machine learning approaches
- machine learning
- survival analysis
- cancer treatment
- classification accuracy
- protein protein interaction networks
- biological data
- gene expression
- microarray
- logistic regression models
- empirical studies
- training set
- support vector
- feature extraction
- decision trees
- learning algorithm