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