Effects of window width and window level adjustment on detection tasks in computed tomography images
| Autor: | P. Khobragade, Jiahua Fan, Taly Gilat Schmidt, Franco Rupcich, Dominic J. Crotty |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
medicine.diagnostic_test
business.industry Image quality Window level Computed tomography Imaging phantom 030218 nuclear medicine & medical imaging 03 medical and health sciences 0302 clinical medicine Optics Window Width Kernel (image processing) Contrast adaptation 030220 oncology & carcinogenesis Human visual system model medicine Computer vision Artificial intelligence business Mathematics |
| Zdroj: | Medical Imaging 2017: Image Perception, Observer Performance, and Technology Assessment. |
| ISSN: | 0277-786X |
| Popis: | This study experimentally evaluated the effect of window width (WW) and window level (WL) on the task based detectability index (d’). Window-level transformation is frequently performed on CT images to improve visualization in clinical arena. Numerous model observers and metrics have been used to assess CT image quality. However, objective assessment is typically performed on the reconstructed CT image without considering the WW and WL settings used by the reader. In this study, the ACR CT phantom was scanned at 120 kV and 90 mAs and images were reconstructed using filtered backprojection. The bone and acrylic contrast objects from module one of the ACR phantom were selected for calculating the effect of the WW/WL on the detectability index (d’). The d’ for each object at 90 mAs was calculated for a range of WW and WL values. The results demonstrated that the d’ values were affected by the WW and WL settings. For example, WL setting of 20 HU and window width of 150 HU resulted in a 35% decrease in d’ compared to that of the untransformed image. A WL of 20 and WW of 1400 resulted in a 33% decrease in the d’ value for the high contrast object. The investigated WW and WL settings did not improve d’ for any of the investigated objects when reconstructed with the standard kernel. The results suggest that d’ is affected by the WW/WL settings. However, because d’ does not model the contrast adaptation of the human visual system, it may not represent the change in perceived image quality with window-level transformation. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|