| Literature DB >> 23835391 |
Ngie Min Ung1, Leonard Wee, Sara Lyons Hackett, Andrew Jones, Tee Sin Lim, Christopher Stirling Harper.
Abstract
This study evaluated the agreement of fiducial marker localization between two modalities--an electronic portal imaging device (EPID) and cone-beam computed tomography (CBCT)--using a low-dose, half-rotation scanning protocol. Twenty-five prostate cancer patients with implanted fiducial markers were enrolled. Before each daily treatment, EPID and half-rotation CBCT images were acquired. Translational shifts were computed for each modality and two marker-matching algorithms, seed-chamfer and grey-value, were performed for each set of CBCT images. The localization offsets, and systematic and random errors from both modalities were computed. Localization performances for both modalities were compared using Bland-Altman limits of agreement (LoA) analysis, Deming regression analysis, and Cohen's kappa inter-rater analysis. The differences in the systematic and random errors between the modalities were within 0.2 mm in all directions. The LoA analysis revealed a 95% agreement limit of the modalities of 2 to 3.5 mm in any given translational direction. Deming regression analysis demonstrated that constant biases existed in the shifts computed by the modalities in the superior-inferior (SI) direction, but no significant proportional biases were identified in any direction. Cohen's kappa analysis showed good agreement between the modalities in prescribing translational corrections of the couch at 3 and 5 mm action levels. Images obtained from EPID and half-rotation CBCT showed acceptable agreement for registration of fiducial markers. The seed-chamfer algorithm for tracking of fiducial markers in CBCT datasets yielded better agreement than the grey-value matching algorithm with EPID-based registration.Entities:
Mesh:
Year: 2013 PMID: 23835391 PMCID: PMC5714542 DOI: 10.1120/jacmp.v14i4.4249
Source DB: PubMed Journal: J Appl Clin Med Phys ISSN: 1526-9914 Impact factor: 2.102
Detailed scan parameters of the half‐rotation and full‐rotation protocols used for imaging dose measurement
|
| ||
|---|---|---|
|
|
| |
| Peak voltage (kVp) | 120 | 120 |
| Number of frames | 366 | 660 |
| Nominal mAs per frame | 16 | 16 |
| Nominal ms per frame | 20 | 20 |
| Total mAs | 117.1 | 211.2 |
| Acquisition angle (deg) | 200 | 360 |
| Gantry rotation speed (deg/min) | 180 | 180 |
| Scanning time (sec) | 67 | 120 |
The translational errors , and in the LR, SI, and AP directions for image registration with EPID and half‐rotation CBCT (seed‐chamfer and grey‐value matching algorithms) (all values in mm)
|
|
|
|
| ||||||
|---|---|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
|
| |
| EPID |
| 1.4 | 2.3 |
| 1.5 | 2.5 |
| 1.7 | 2.7 |
| CBCT (seed‐chamfer) |
| 1.4 | 2.4 | 0.3 | 1.4 | 2.6 |
| 1.7 | 2.8 |
| CBCT (grey‐value) |
| 1.3 | 2.4 | 0.4 | 1.4 | 2.5 |
| 1.5 | 2.7 |
The results of Bland‐Altman LoA analysis for method comparison between EPID and half‐rotation CBCT (mm)
|
|
|
| ||||
|---|---|---|---|---|---|---|
|
|
|
|
|
|
|
|
| EPID vs. CBCT (seed‐chamfer) |
|
|
|
|
|
|
| EPID vs. CBCT (grey‐value) |
|
|
|
|
|
|
Figure 1Scatter plots of translational shifts from half‐rotation CBCT (seed‐chamfer) and EPID in the (a) LR, (b) SI, and (c) AP directions, as well as the translational shifts from half‐rotation CBCT (grey‐value) and EPID in the (d) LR, (e) SI, and (f) AP directions. The solid line is the Deming regression fit and the dotted line is the line of identity.
The Cohen's kappa coefficient () for method comparison in executing translational couch correction at 5 mm action level. The agreement in ordinal scale is according to the Landis & Koch criteria.
|
|
|
|
| |||
|---|---|---|---|---|---|---|
|
|
|
|
|
|
| |
| EPID vs. CBCT (seed‐chamfer) | 0.65 (0.61 to 0.69) | Good | 0.61 (0.57 to 0.65) | Good | 0.68 (0.65 to 0.72) | Good |
| EPID vs. CBCT (grey‐value) | 0.61 (0.57 to 0.65) | Good | 0.59 (0.55 to 0.63) | Moderate | 0.60 (0.55 to 0.63) | Moderate |
The Cohen's kappa coefficient () for method comparison in executing translational couch correction at 3 mm action level. The agreement in ordinal scale is according to the Landis & Koch criteria.
|
|
|
|
| |||
|---|---|---|---|---|---|---|
|
|
|
|
|
|
| |
| EPID vs. CBCT (seed‐chamfer) | 0.75 (0.72 to 0.79) | Good | 0.60 (0.56 to 0.63) | Moderate | 0.71 (0.68 to 0.74) | Good |
| EPID vs. CBCT (grey‐value) | 0.71 (0.68 to 0.75) | Good | 0.53 (0.49 to 0.57) | Moderate | 0.63 (0.59 to 0.66) | Good |