Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data.
Ahmed H. ShahinJoseph JacobDaniel C. AlexanderDavid BarberPublished in: MIDL (2022)
Keyphrases
- clinical data
- ct images
- survival analysis
- ct scans
- lung parenchyma
- survival data
- medical images
- medical data
- computed tomography
- regression model
- breast cancer
- chronic obstructive pulmonary disease
- medical imaging
- data mining methods
- patient data
- computer tomography
- evolutionary computing
- predictive modeling
- data mining
- knowledge discovery
- ct data
- statistical analysis
- raw data
- mr images
- machine learning
- medical knowledge
- domain experts
- logistic regression
- medical experts
- lymph nodes
- data mining techniques
- region of interest
- treatment planning
- data sources
- radiation therapy
- automatic segmentation
- risk assessment
- medical image analysis
- pulmonary nodules
- x ray
- cancer patients
- image processing
- pulmonary embolism