Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification.
David GrajalesWilliam LeFrederick DallaireGuillaume SheehySandryne DavidTrang TranFrederic LeblondCynthia MénardSamuel KadouryPublished in: CaPTion@MICCAI (2023)
Keyphrases
- breast cancer
- breast cancer diagnosis
- bladder cancer
- mammogram images
- computer aided detection
- benign and malignant
- diagnosis of breast cancer
- roc analysis
- cancer datasets
- early detection
- microcalcification clusters
- computer aided diagnosis
- classification accuracy
- breast tissue
- logistic regression
- machine learning
- support vector
- lung nodules
- feature extraction
- breast cancer patients
- data mining and statistical
- raman spectra
- outcome prediction
- decision trees
- feature selection
- roc curve
- digital mammograms
- mammographic images
- text classification
- feature vectors
- data mining
- early detection of breast cancer