Scalable, incremental learning with MapReduce parallelization for cell detection in high-resolution 3D microscopy data

Computer Science

• Parallelization 100%
• Microscopy Data 100%
• Map-Reduce 100%
• High Throughput 50%
• Superior Performance 50%
• Medical Imaging 50%
• Artificial Neural Networks 50%
• Learning Algorithm 50%
• Learning Approach 50%
• Cell Population 50%
• Nonlinear Mapping 50%

Keyphrases

• Neuronal Distribution 100%
• Cell Detection 100%
• Incremental Learning 100%
• Edge Scanning 50%
• Body Detection 50%
• Neuronal Count 50%
• Incremental Learning Algorithm 50%
• Knife-edge 50%
• Imaging Domain 50%

Neuroscience

• Scanning Electron Microscopy 100%
• Artificial Neural Network 100%