Interactive Visual Analysis of Calcium Imaging Data

With the advances of microscopy techniques, scientists can monitor the neurons in large brain areas of living animals. But at the same time, it creates significant challenges for scientists to make sense of the generated data due to its scale and complexity. This calls for new componential methods and systems for augmenting the current workflows of neuroscientists. This research aims to address this problem by leveraging and innovating advanced machine learning and visualization techniques.