The Effect of Mammogram Preprocessing on Microcalcification Detection with Convolutional Neural Networks.
Agnese MarchesiAlessandro BriaClaudio MarroccoMario MolinaraJan-Jurre MordangFrancesco TortorellaNico KarssemeijerPublished in: CBMS (2017)
Keyphrases
- digital mammography
- digital mammograms
- preprocessing
- convolutional neural networks
- breast cancer
- mammographic images
- computer aided diagnosis
- detection method
- false alarms
- detection algorithm
- object detection
- receiver operating characteristic
- convolutional network
- post processing
- detection accuracy
- roc curve
- benign and malignant
- data sets
- automatic detection
- feature extraction