Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging.
Stephen McAleerAlex FastYuntian XueMagdalene SeilerWilliam TangMihaela BaluPierre BaldiAndrew W. BrownePublished in: CoRR (2020)
Keyphrases
- machine learning
- image analysis
- high resolution
- image processing
- computer vision
- single shot
- light intensity
- pattern recognition
- fluorescence microscopy
- machine learning methods
- artificial intelligence
- feature selection
- supervised learning
- data mining
- deep learning
- machine learning algorithms
- medical imaging
- learning algorithm
- statistical methods
- computational intelligence
- explanation based learning
- machine learning approaches
- natural language processing
- learning tasks
- high throughput
- model selection
- information extraction
- decision trees
- high dynamic range imaging