Did You Get What You Paid For? Rethinking Annotation Cost of Deep Learning Based Computer Aided Detection in Chest Radiographs.
Tae Soo KimGeonwoon JangSanghyup LeeThijs KooiPublished in: CoRR (2022)
Keyphrases
- deep learning
- computer aided detection
- chest radiographs
- lung nodules
- breast cancer
- ct scans
- unsupervised learning
- machine learning
- ct images
- cad systems
- x ray
- image analysis
- pulmonary nodules
- active learning
- weakly supervised
- image processing
- training data
- mental models
- image segmentation
- multiscale
- early detection
- computer aided diagnosis
- pattern recognition
- computed tomography
- natural language processing
- high resolution
- object recognition