Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models.
Shuang YangXi YangTianchen LyuJames L. HuangAokun ChenXing HeDejana BraithwaiteHiren J. MehtaYonghui WuYi GuoJiang BianPublished in: J. Heal. Informatics Res. (2024)
Keyphrases
- lung cancer
- pulmonary nodules
- differential diagnosis
- survival prediction
- computer aided
- early detection
- computer aided detection
- lung cancer patients
- ct images
- computer aided diagnosis
- clinical decision making
- ct scans
- pet ct
- statistical models
- lung nodules
- image analysis
- clinical data
- risk factors
- computer vision
- medical images
- receiver operating characteristic
- lymph nodes
- patient data
- machine learning methods
- remote sensing
- information systems