Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data.
Mark EastwoodSilviu Tudor MarcXiaohong GaoHeba SailemJudith OffmanEmmanouil KarterisAngeles Montero FernandezDanny JonigkWilliam CooksonMiriam MoffattSanjay PopatFayyaz MinhasJan Lukas RobertusPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- image data
- image analysis
- data sets
- multiple instance
- input data
- image content
- image retrieval
- high dimensional data
- multiple instance learning
- image features
- gaussian processes
- image regions
- background knowledge
- unsupervised learning
- low dimensional
- image classification
- low level
- prior knowledge
- xml documents
- high dimensional
- reinforcement learning
- image segmentation
- image processing
- learning algorithm