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Training FlyWire AI Brain
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Module 5
Reproducible Cohort Connectomics Capstone
1
Formulating FlyWire Connectomics Research Questions
Formulate a narrowly scoped connectomics question answerable with FlyWire data.
2
Documenting a Neuron Cohort and Its Provenance
Select a small neuron cohort and record its identifiers, materialization version, selection criteria, and annotation provenance.
3
Validate Annotations and Reconstructed Morphology
Validate the cohort's annotations and reconstructed morphology, documenting exclusions or unresolved cases.
4
Directed Cohort Connectivity: Synapse Counts and Degree Summaries
Build a directed cohort-connectivity table containing synapse counts and in-degree and out-degree summaries.
5
Visualizing the Cohort’s Strongest Connections
Create a visualization that communicates the cohort’s strongest connections.
6
Assessing Findings Affected by Data and Cohort Uncertainty
Evaluate which findings could change because of reconstruction uncertainty, annotation ambiguity, cohort selection, or data-version changes.
7
Packaging a Reproducible Capstone Project
Package the capstone notebook, provenance information, findings, and limitations as a reproducible project.
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