Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images.
Kshitij IngaleSun Hae HongQiyuan HuRenyu ZhangBo OsinskiMina KhoshdeliJosh OchKunal NagpalMartin C. StumpeRohan P. JoshiPublished in: CoRR (2024)
Keyphrases
- three dimensional
- image data
- input image
- ground truth
- image classification
- image analysis
- image database
- multiple objects
- image features
- image registration
- image collections
- prediction accuracy
- multiple images
- computer vision
- segmentation algorithm
- image matching
- test images
- region of interest
- image set
- prediction model
- object recognition
- image regions
- denoising
- face recognition
- prostate cancer
- drug discovery
- lymph nodes
- drug design
- outcome prediction