[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 …
Automated quality assessment of chest radiographs based on deep learning and linear regression cascade algorithms
Y Meng, J Ruan, B Yang, Y Gao, J Jin, F Dong, H Ji… - European …, 2022 - Springer
Objectives Develop and evaluate the performance of deep learning and linear regression
cascade algorithms for automated assessment of the image layout and position of chest …
cascade algorithms for automated assessment of the image layout and position of chest …
Perceptual quality assessment of chest radiograph
The quality of a chest X-ray image or radiograph, which is widely used in clinics, is a very
important factor affects doctors' clinical decision making. Since there is no chest X-ray image …
important factor affects doctors' clinical decision making. Since there is no chest X-ray image …
Automating chest radiograph imaging quality control
K Nousiainen, T Mäkelä, A Piilonen, JI Peltonen - Physica Medica, 2021 - Elsevier
Purpose To automate diagnostic chest radiograph imaging quality control (lung inclusion at
all four edges, patient rotation, and correct inspiration) using convolutional neural network …
all four edges, patient rotation, and correct inspiration) using convolutional neural network …
[HTML][HTML] Quality assurance of chest X-ray images with a combination of deep learning methods
D Oura, S Sato, Y Honma, S Kuwajima, H Sugimori - Applied Sciences, 2023 - mdpi.com
Background: Chest X-ray (CXR) imaging is the most common examination; however, no
automatic quality assurance (QA) system using deep learning (DL) has been established for …
automatic quality assurance (QA) system using deep learning (DL) has been established for …
A semi‐supervised learning‐based quality evaluation system for digital chest radiographs
S Wei, R Qiu, Y Pu, A Hu, Y Niu, Z Wu… - Medical …, 2023 - Wiley Online Library
Background Digital radiography is the most commonly utilized medical imaging technique
worldwide, and the quality of radiographs plays a crucial role in accurate disease diagnosis …
worldwide, and the quality of radiographs plays a crucial role in accurate disease diagnosis …
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 …
Quality evaluation method for chest X-ray images using the reference patterns
SB Bea, YS Park, JS Sun… - 2022 IEEE 4th International …, 2022 - ieeexplore.ieee.org
Chest X-Ray image quality evaluation relies on clinicians' judgment with clinical guidelines
and expertise. Recently, the deep learning model for disease diagnosis has been made …
and expertise. Recently, the deep learning model for disease diagnosis has been made …
[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 …