Optimizing deep learning-based segmentation of densely packed cells using cell surface markers.
Sunwoo HanKhamsone PhasoukJia ZhuYouyi FongPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- densely packed
- deep learning
- conveyor belt
- unsupervised feature learning
- fluorescence microscopy images
- multiscale
- unsupervised learning
- machine learning
- segmentation method
- segmentation algorithm
- image segmentation
- level set
- medical images
- three dimensional
- microscope images
- cell segmentation
- cell nucleus
- image processing
- cell nuclei
- mental models
- object segmentation
- weakly supervised
- multiple objects
- energy function