Freehand 3D Ultrasound Reconstruction on Carotid scans
31.88FDR (%)CNN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CNNInputs=Images, Optical Flow, IMU Euler angles2022.07 | 31.88 | 39.71 | 17.63 | 493.71 | 16.66 | 2.31 | |
| DCL-NetInputs=Scanned images2022.07 | 24.66 | 30.06 | 13.43 | 362.28 | 12.79 | 2.54 | |
| BackboneArchitecture=ResNet + LSTM, IMU Fusion=false, Online Learning=false2022.07 | 20.55 | 30.74 | 11.06 | 318.38 | 10.03 | 2.61 | |
| OLFInputs=Scanned images2022.07 | 20.08 | 29.21 | 11.01 | 326.91 | 10.38 | 2.59 | |
| Backbone+IMUArchitecture=ResNet + LSTM, IMU Fusion=true, Online Learning=false2022.07 | 17.78 | 27.47 | 9.73 | 285.99 | 9.14 | 2.18 | |
| MoNetArchitecture=ResNet + LSTM, IMU Fusion=true, Online Learning=true2022.07 | 15.67 | 25.08 | 8.89 | 258.83 | 8.28 | 1.5 |