Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images.
Qiyuan HuAbbas A. RizviGeoffery SchauKshitij IngaleYoni MullerRachel BaitsSebastian PretzerAïcha BenTaiebAbigail GordhamerRoberto NussenzveigAdam ColeMatthew O. LeavittRohan P. JoshiNike BeaubierMartin C. StumpeKunal NagpalPublished in: CoRR (2023)
Keyphrases
- deep learning
- prostate cancer
- image analysis
- prostate segmentation
- ground truth
- image classification
- object recognition
- image data
- image registration
- input image
- test images
- image features
- medical image analysis
- mr images
- segmentation method
- decision support system
- automated segmentation
- computer aided
- unsupervised learning
- neural network
- feature vectors
- three dimensional
- image processing
- data mining