Prediction of Immune and Stromal Cell Population Abundance from Hepatocellular Carcinoma Whole Slide Images Using Weakly Supervised Learning.
Qinghe ZengStefano CarusoJulien CalderaroNicolas LoménieChristophe KleinPublished in: AIIIMA/MIABID@MICCAI (2022)
Keyphrases
- weakly supervised learning
- image database
- cell nuclei
- three dimensional
- input image
- image data
- image features
- cancer cells
- image classification
- image retrieval
- microscopy images
- multiple images
- object recognition
- image understanding
- segmentation algorithm
- lighting conditions
- image annotation
- region of interest
- multiple instance learning
- weakly supervised
- test images
- image regions
- object detection