Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression.
Leonhard RistOliver TaubmannAlexander MühlbergFelix DenzingerFlorian ThammMichael SühlingDominik NörenbergJulian Walter HolchStefan MaurusLeonie GebauerThomas HuberAndreas MaierPublished in: ISBI (2023)
Keyphrases
- deep learning
- breast cancer
- breast cancer patients
- early detection
- unsupervised learning
- unsupervised feature learning
- lymph nodes
- spatial information
- cancer patients
- ct data
- logistic regression
- ct images
- machine learning
- weakly supervised
- ct scans
- mental models
- learning algorithm
- lung cancer
- clinical trials
- prostate cancer
- higher order
- supervised learning
- image segmentation