Accurate and High Throughput Cell Segmentation Method for Mouse Brain Nuclei Using Cascaded Convolutional Neural Network.
Qian WangShaoyu WangXiaofeng ZhuTianyi LiuZachary HumphreyVladimir GhukasyanMike ConwayErik ScottGiulia FragolaKira BradfordMark J. ZylkaAshok K. KrishnamurthyJason L. SteinGuorong WuPublished in: Patch-MI@MICCAI (2017)
Keyphrases
- segmentation method
- high throughput
- convolutional neural network
- face detection
- flow cytometry
- living cells
- systems biology
- microarray
- image segmentation
- region growing
- active contours
- data acquisition
- segmentation algorithm
- brain atlas
- computer vision
- mouse brain
- high quality
- gene expression
- energy function
- data collection
- shape prior
- low cost
- machine learning
- real time
- watershed segmentation
- face recognition
- object detection