Chest CT-IQA: A multi-task model for chest CT image quality assessment and classification
In recent years, especially during the COVID-19 pandemic, a large number of Computerized
Tomography (CT) images are produced every day for the purpose of inspecting lung …
Tomography (CT) images are produced every day for the purpose of inspecting lung …
[HTML][HTML] Deep learning-driven multi-view multi-task image quality assessment method for chest CT image
J Su, M Li, Y Lin, L Xiong, C Yuan, Z Zhou… - BioMedical Engineering …, 2023 - Springer
Background Chest computed tomography (CT) image quality impacts radiologists'
diagnoses. Pre-diagnostic image quality assessment is essential but labor-intensive and …
diagnoses. Pre-diagnostic image quality assessment is essential but labor-intensive and …
[HTML][HTML] A deep learning-based automatic image quality assessment method for respiratory phase on computed tomography chest images
J Su, M Li, Y Lin, L Xiong, C Yuan… - Quantitative Imaging in …, 2024 - ncbi.nlm.nih.gov
Background Computed tomography (CT) chest scans have become commonly used in
clinical diagnosis. Image quality assessment (IQA) for CT images plays an important role in …
clinical diagnosis. Image quality assessment (IQA) for CT images plays an important role in …
Charting the Path Forward: CT Image Quality Assessment--An In-Depth Review
Computed Tomography (CT) is a frequently utilized imaging technology that is employed in
the clinical diagnosis of many disorders. However, clinical diagnosis, data storage, and …
the clinical diagnosis of many disorders. However, clinical diagnosis, data storage, and …
GREAT-IQA: Integrating Global Perception and Local Task-Specific Information for CT Image Quality Assessment
Image quality assessment (IQA) is a crucial step for computed tomography (CT) system
design and scanning protocol optimization. The lack of high-quality/high-dose and low …
design and scanning protocol optimization. The lack of high-quality/high-dose and low …
[HTML][HTML] How subjective CT image quality assessment becomes surprisingly reliable: pairwise comparisons instead of Likert scale
EJI Hoeijmakers, B Martens, BMF Hendriks, C Mihl… - European …, 2024 - Springer
Objectives The aim of this study is to improve the reliability of subjective IQ assessment
using a pairwise comparison (PC) method instead of a Likert scale method in abdominal CT …
using a pairwise comparison (PC) method instead of a Likert scale method in abdominal CT …
[PDF][PDF] Automatic no-reference quality assessment in chest radiographs based on deep convolutional neural networks
Y Meng, Y Gao, J Jin, J Ruan, L He, Q Shen, X Gong - 2022 - scholar.archive.org
Background: Chest radiography is the most frequently performed examinations in the
department of radiology. The image quality plays an essential role in further decision making …
department of radiology. The image quality plays an essential role in further decision making …
[HTML][HTML] Fully automated image quality evaluation on patient CT: Multi-vendor and multi-reconstruction study
While the recent advancements of computed tomography (CT) technology have contributed
in reducing radiation dose and image noise, an objective evaluation of image quality in …
in reducing radiation dose and image noise, an objective evaluation of image quality in …
Performance evaluation of image quality metrics for perceptual assessment of low-dose computed tomography images
Objective image quality metrics (IQMs) are widely developed and utilized, considering that
they can lead to optimal radiation doses in computed tomography (CT) imaging. However …
they can lead to optimal radiation doses in computed tomography (CT) imaging. However …
Evaluation of automatic image quality assessment in chest CT–A human cadaver study
C Franck, A De Crop, B De Roo, P Smeets… - Physica Medica, 2017 - Elsevier
Purpose The evaluation of clinical image quality (IQ) is important to optimize CT protocols
and to keep patient doses as low as reasonably achievable. Considering the significant …
and to keep patient doses as low as reasonably achievable. Considering the significant …