Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists.
Alexey TolkachevIlyas SirazitdinovMaksym KholiavchenkoTamerlan MustafaevBulat IbragimovPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- deep learning
- medical images
- medical imaging
- unsupervised learning
- unsupervised feature learning
- level set
- segmentation algorithm
- machine learning
- weakly supervised
- image segmentation
- segmentation method
- mental models
- deep architectures
- multiscale
- cad systems
- energy function
- shape prior
- breast cancer
- object class
- object recognition
- pattern recognition
- decision trees
- image processing