Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach.
Thomas E. TavolaraMuhammad Khalid Khan NiaziGillian BeamerMetin N. GurcanPublished in: Medical Imaging: Digital Pathology (2020)
Keyphrases
- deep learning
- microscopic images
- microscopy images
- unsupervised feature learning
- chest radiographs
- unsupervised learning
- level set
- clustering algorithm
- image segmentation
- cell nuclei
- lung cancer
- mental models
- ct images
- weakly supervised
- multiple objects
- shape prior
- segmentation method
- segmentation algorithm
- image processing
- machine learning
- medical imaging
- energy function
- generative model
- pattern recognition