An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation.
Elif Baykal KablanHulya DoganMustafa Emre ErcinSafak ErsozMurat EkinciPublished in: Comput. Electr. Eng. (2020)
Keyphrases
- cell nuclei
- fine tuned
- convolutional neural networks
- fluorescence microscopy images
- automated analysis
- quantitative analysis
- microscope images
- low contrast
- microscopy images
- automated detection
- fine tuning
- watershed transform
- histopathological images
- cancer diagnosis
- cell nucleus
- quantitative evaluation
- ensemble methods
- nonrigid registration
- segmentation algorithm
- image segmentation
- visual inspection
- mathematical morphology
- medical images
- image processing
- base classifiers
- level set
- domain specific
- ground truth