Prediction of early colorectal cancer metastasis by machine learning using digital slide images.
Manabu TakamatsuNoriko YamamotoHiroshi KawachiAkiko ChinoShoichi SaitoMasashi UenoYuichi IshikawaYutaka TakazawaKengo TakeuchiPublished in: Comput. Methods Programs Biomed. (2019)
Keyphrases
- machine learning
- image data
- image database
- input image
- ground truth
- image retrieval
- colorectal cancer
- object recognition
- three dimensional
- image analysis
- image classification
- image registration
- image collections
- prediction model
- digital imaging
- learning algorithm
- digital data
- prediction accuracy
- image quality
- image annotation
- lighting conditions
- multiple images
- image matching
- image regions
- rigid body
- segmentation method
- edge detection
- imaging technology
- image features
- decision trees
- microarray
- data mining
- image set
- region of interest
- test images
- machine learning methods
- multiscale
- visual features
- image processing
- motion estimation
- similarity measure