Functional Near-Infrared Spectroscopy (fNIRS)
nirs_brain
Medical
Photon
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → R → P → D
Benchmark Variants & Leaderboards
Functional Near-Infrared Spectroscopy (fNIRS)
Functional Near-Infrared Spectroscopy (fNIRS)
Spec Notation
M → R → P → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DL-DOT | 0.829 | 35.62 | 0.971 | ✓ Certified | Yoo et al., IEEE TMI 2020 |
| 🥈 | PnP-DOT | 0.784 | 33.34 | 0.956 | ✓ Certified | Yoo et al., IEEE TMI 2020 |
| 🥉 | MBLL | 0.707 | 29.95 | 0.916 | ✓ Certified | Cope & Delpy, Med. Biol. Eng. Comput. 1988 |
| 4 | Tikhonov-DOT | 0.617 | 26.61 | 0.848 | ✓ Certified | Arridge, Inverse Probl. 1999 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| source_detector_coupling | s_c | Source-detector coupling (-) | 1.0 | 1.1 |
| scalp_brain_distance_variation | s_d | Scalp-brain distance variation (mm) | 0.0 | 1.0 |
| motion_artifact_(head) | m_a | Motion artifact (head) (-) | 0.0 | 2.0 |
| systemic_physiology_contamination | s_p | Systemic physiology contamination (-) | 0.0 | 6.0 |