Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction.
Mark EastwoodSilviu Tudor MarcXiaohong GaoHeba SailemJudith OffmanEmmanouil KarterisAngeles Montero FernandezDanny JonigkWilliam CooksonMiriam MoffattSanjay PopatFayyaz A. MinhasJan Lukas RobertusPublished in: AIME (2022)
Keyphrases
- multiple instance
- image analysis
- multiple instance learning
- image database
- image data
- image features
- image classification
- image annotation
- object recognition
- concept learning
- data sets
- logic programs
- real valued
- principal components
- image understanding
- learning problems
- breast cancer
- prediction accuracy
- pairwise
- training data
- feature selection