Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis.
An ZhaoAhmed H. ShahinYukun ZhouEyjolfur GudmundssonAdam SzmulNesrin MogulkocFrouke Van BeekChristopher BreretonHendrik W. Van EsKatarina PontoppidanRecep SavasTimothy WallisOmer UnatMarcel VeltkampMark G. JonesColine H. M. Van MoorselDavid BarberJoseph JacobDaniel C. AlexanderPublished in: MICCAI (8) (2022)
Keyphrases
- survival analysis
- breast cancer
- survival data
- prognostic models
- early detection
- biomarker discovery
- kaplan meier
- regression model
- mass spectrometry data
- data mining methods
- predictive modeling
- evolutionary computing
- logistic regression
- data mining
- medical imaging
- machine learning
- data mining techniques
- prostate cancer
- high resolution
- clinical data
- high throughput
- lung cancer
- information retrieval
- classification accuracy
- mass spectrometry
- preprocessing
- feature extraction
- decision making
- artificial intelligence
- neural network