Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules.
Jingxuan WangNikos SourlosMarjolein HeuvelmansMathias ProkopRozemarijn VliegenthartPeter M. A. van OoijenPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- pulmonary nodules
- differential diagnosis
- machine learning
- medical domain
- computer aided
- ct images
- computer aided detection
- ct scans
- clinical decision making
- clinical studies
- small animal
- medical experts
- thoracic ct images
- computer aided diagnosis
- treatment planning
- lung cancer
- machine learning methods
- data mining
- text mining
- clinical practice
- pattern recognition
- information extraction
- computer vision
- x ray
- feature selection
- natural language processing
- decision trees
- computed tomography
- information retrieval
- data analysis
- patient data
- statistical methods
- knowledge discovery
- image processing
- support vector