Implicit neural representations for larval zebrafish brain microscopy: a reproducible benchmark on the MapZebrain atlas

1. 1Implement implicit neural representations for continuous coordinate-based encodings
2. 2Evaluate the performance of INRs on the MapZebrain atlas for atlas registration and cross-modality resampling
3. 3Assess the ability of INRs to preserve neuropil boundaries and fine neuronal processes in high-resolution microscopy images
4. 4Compare the results of INRs with other state-of-the-art methods for neuroanatomical data analysis

This research benefits neuroscientists and AI engineers working on medical imaging and neuroscience applications, as it provides a standardized evaluation framework for implicit neural representations in brain microscopy

💡 Implicit neural representations can effectively preserve neuropil boundaries and fine neuronal processes in high-resolution larval zebrafish brain microscopy

🧠💡 Implicit neural representations for larval zebrafish brain microscopy get a reproducible benchmark on MapZebrain atlas!