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 H. PengMahul B. AminAndrew J. EvansAnkur R. SangoiCraig H. MermelJason D. HippMartin C. StumpePublished in: npj Digit. Medicine (2019)
Keyphrases
- prostate cancer
- learning algorithm
- computer aided
- mr images
- image guided
- deformable registration
- cancer detection
- radiation therapy
- medical image analysis
- training data
- machine learning
- normal tissue
- magnetic resonance spectroscopy
- image analysis
- magnetic resonance images
- dce mri
- prostate segmentation
- ultrasound guided