Freehand 3D Ultrasound Reconstruction on Arm scans
12.75FDR (%)MoNet
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MoNetArchitecture=ResNet + LSTM, IMU Fusion=true, Online Learning=true2022.07 | 12.75 | 19.05 | 10.24 | 332.29 | 9.4 | 1.55 | |
| Backbone+IMUArchitecture=ResNet + LSTM, IMU Fusion=true, Online Learning=false2022.07 | 14.05 | 20.12 | 11.56 | 352.54 | 10.76 | 1.75 | |
| OLFInputs=Scanned images2022.07 | 15 | 20.91 | 12.69 | 374.07 | 11.92 | 2.38 | |
| BackboneArchitecture=ResNet + LSTM, IMU Fusion=false, Online Learning=false2022.07 | 16.42 | 22.4 | 13.1 | 394.9 | 11.92 | 2.29 | |
| DCL-NetInputs=Scanned images2022.07 | 20.17 | 26.05 | 16.75 | 476.67 | 15.82 | 2.78 | |
| CNNInputs=Images, Optical Flow, IMU Euler angles2022.07 | 31.84 | 37.58 | 27.31 | 765.02 | 26.45 | 1.96 |