Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments.
David A. Van ValenTakamasa KudoKeara M. LaneDerek N. MacklinNicolas T. QuachMialy M. DeFeliceInbal MaayanYu TanouchiEuan A. AshleyMarkus W. CovertPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- quantitative analysis
- deep learning
- live cell imaging
- qualitative analysis
- cancer cells
- three dimensional
- imaging systems
- unsupervised learning
- qualitative and quantitative analysis
- unsupervised feature learning
- qualitative evaluation
- machine learning
- deep architectures
- dimensionality reduction
- mental models
- natural language processing
- weakly supervised
- text classification
- question answering
- image formation
- viewpoint
- high dimensional
- high quality