2023-10-24: Roadmap - Githubissues

unfoldtoolbox / Unfold.jl

Neuroimaging (EEG, fMRI, pupil ...) regression analysis in Julia

MIT License

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2023-10-24: Roadmap #129

Open behinger opened 1 year ago

behinger commented 1 year ago

This is my current roadmap for future developments. It is currently not prioritized

Unfold

LMM + overlap correction
- benchmark runtime ✔
- fix subject overlap
- zerocorr
Better Time-splines support
FIR-basis with duration
Tutorials on real data
- Yulia, iEEG + Language
- Gert/Ehinger, Free-Viewing Data
residuals-function #154
predict continuous EEG #154
UnfoldRIDE? (draft available on request)

UnfoldSim

Better noise:
- Diffusion Noise (Gao)
- Real Noise (Artefacts.jl)
Multi-channel support ✔
Duration-support (✔)
evidence integration module
Simulate based on real timings ✔

UnfoldMakie

Extras as kwargs instead of extra=(;)... ✔
Automatic pasting in documentation ✔
plot_erp with observables support
ERPExplorer.jl full support
add more headshapes

ERPExplorer / UnfoldExplorer

Generate Package
Test widgets in Pluto + VSCode
Better default styling
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UnfoldBIDS

2nd level pipeline support
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UnfoldStats

hottelings-t ✔
crossvalidation R² / $\Delta$ R²
Clusterpermutation tests
- with ClusterDepth
- with TFCE
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UnfoldDecode

Back2Back regression
Unittests for deconv-LDA
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