SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans.
Afsah SaleemZaid IlyasDavid SuterGhulam Mubashar HassanSiobhan ReidJohn T. SchousboeRichard PrinceWilliam D. LeslieJoshua R. LewisSyed Zulqarnain GilaniPublished in: MICCAI (6) (2023)
Keyphrases
- x ray images
- ct data
- x ray
- semi supervised
- supervised learning
- patient specific
- unsupervised learning
- quantitative evaluation
- learning algorithm
- ct volume
- scoring model
- automatic segmentation
- machine learning
- fully automatic
- three dimensional
- supervised classification
- feature selection
- information loss
- medical images
- lymph nodes
- ordinal scale
- data sets
- abdominal aortic aneurysm