DISCo: Deep Learning, Instance Segmentation, and Correlations for Cell Segmentation in Calcium Imaging.
Elke KirschbaumAlberto BailoniFred A. HamprechtPublished in: MICCAI (5) (2020)
Keyphrases
- cell segmentation
- deep learning
- clinical applications
- low contrast
- quantitative analysis
- microscope images
- image segmentation
- medical images
- unsupervised learning
- medical imaging
- image analysis
- machine learning
- image processing
- mental models
- intraoperative
- cancer cells
- medical image analysis
- weakly supervised
- imaging modalities
- segmentation algorithm
- phase contrast
- anatomical structures
- segmentation method
- magnetic resonance
- cell division
- automatic tracking
- fully automatic
- active contours
- x ray
- level set
- computer vision