Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer.
Kunal NagpalDavis FooteYun LiuPo-Hsuan Cameron ChenEllery WulczynFraser TanNiels OlsonJenny L. SmithArash MohtashamianJames H. WrenGregory S. CorradoRobert MacDonaldLily PengMahul B. AminAndrew J. EvansAnkur R. SangoiCraig H. MermelJason D. HippMartin C. StumpePublished in: CoRR (2018)
Keyphrases
- prostate cancer
- learning algorithm
- computer aided
- image guided
- cancer detection
- mr images
- deformable registration
- medical image analysis
- normal tissue
- radiation therapy
- magnetic resonance spectroscopy
- cancer patients
- training data
- deformable models
- regression model
- image data
- disease progression
- active learning
- prostate segmentation
- computer vision