A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing.
Shuang YangXi YangTianchen LyuXing HeDejana BraithwaiteHiren J. MehtaYi GuoYonghui WuJiang BianPublished in: ICHI (2022)
Keyphrases
- pulmonary nodules
- natural language processing
- computer aided
- ct images
- computer aided detection
- differential diagnosis
- computer aided diagnosis
- thoracic ct images
- lung cancer
- ct scans
- medical images
- machine learning
- computed tomography
- text mining
- information extraction
- lung nodules
- free text
- medical domain
- medical image processing
- nodule detection
- image analysis
- natural language
- knowledge representation
- information retrieval