Expand description
Dipole inversion methods for QSM
This module provides various methods to solve the inverse problem of estimating magnetic susceptibility from local field measurements.
Methods include:
- TKD: Truncated k-space division (fast, simple)
- TSVD: Truncated SVD (zeros small values)
- Tikhonov: L2 regularization (closed-form)
- TV: Total variation regularization via ADMM (iterative)
- NLTV: Nonlinear TV with iterative reweighting
- RTS: Rapid two-step method
- MEDI: Morphology-enabled dipole inversion
- TGV: Total Generalized Variation (single-step from wrapped phase)
Re-exports§
pub use tkd::*;pub use tikhonov::*;pub use tv::*;pub use nltv::*;pub use rts::*;pub use medi::*;pub use tgv::*;pub use ilsqr::*;
Modules§
- ilsqr
- iLSQR: Iterative LSQR for QSM with streaking artifact removal
- medi
- MEDI (Morphology Enabled Dipole Inversion) L1 regularization
- nltv
- Nonlinear Total Variation (NLTV) regularized dipole inversion
- rts
- Rapid Two-Step (RTS) dipole inversion
- tgv
- TGV-QSM: Total Generalized Variation for Quantitative Susceptibility Mapping
- tikhonov
- Tikhonov regularization for QSM
- tkd
- Truncated k-space division (TKD) / TSVD for QSM
- tv
- Total Variation (TV) regularized dipole inversion using ADMM