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Synapse Proofreading Dashboard

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Synful (Buhmann et al. 2021) models on our Drosophila larval datasets predict a lot of False Positives. We recruited the help of scientists in both Cardona and Zlatic Lab to review those False Positive predictions. This dashboard adds a competitive edge to the whole proofreading process and also helps us visualize an individual's proofreading dynamics and their agreement with a chosen pro domain expert. Ultimately, from this dashboard, we wish to tease out the agreement of proofreaders over annotating a particular False Positive prediction as either correct (means actually it is synapse and not really a false positive) or incorrect (means it is a false prediction and there is no synapse).

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Streamlit application to visualise synapse proofreading statistics for different users

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