Image quality and lesion detection on deep learning reconstruction and iterative reconstruction of submillisievert chest and abdominal CT

R Singh, SR Digumarthy, VV Muse… - American Journal of …, 2020 - Am Roentgen Ray Soc
… of CT [20–25]. We hypothesized that DLR could maintain diagnostic image quality of low-dose
(LD) chest and abdominal CT … for image quality and lesion detection in routine chest and …

… diagnosis in abdominopelvic unenhanced CT between reduced-dose CT using deep learning post-processing and standard-dose CT using iterative reconstruction: a …

X Wang, F Zheng, R Xiao, Z Liu, Y Li, J Li… - European Journal of …, 2021 - Elsevier
… Solutions) in the chest and upper abdomen reduced the effective dose to submillisievert [14]. …
the image quality and lesion detection of IR images from reduced-dose thoracoabdominal …

Value of deep-learning image reconstruction at submillisievert CT for evaluation of the female pelvis

J Ren, J Zhao, Y Wang, M Xu, XY Liu, ZY Jin, YL He… - Clinical Radiology, 2023 - Elsevier
… Modern reconstruction techniques, including hybrid iterative … superior image quality and
lesion detection compared with … in submillisievert chest and abdominal CT. The present study …

Low-dose whole-body CT using deep learning image reconstruction: image quality and lesion detection

Y Noda, T Kaga, N Kawai, T Miyoshi… - The British journal of …, 2021 - academic.oup.com
… with hybrid iterative reconstruction (SD-IR) within one year for … The LD CT images were
reconstructed with hybrid iterative … -enhanced abdominal CT, 12 and whole-body CT. Despite the …

[HTML][HTML] … reconstruction allows low-dose imaging while maintaining image quality: comparison of deep learning reconstruction and hybrid iterative reconstruction in …

A Tamura, E Mukaida, Y Ota, I Nakamura… - Quantitative Imaging …, 2022 - ncbi.nlm.nih.gov
… corresponding image quality of abdominal-CT images reconstructed with … image quality
assessment in the groups classified by BMI. In abdominal CT images, subtle low-contrast lesions

Clinical acceptance of deep learning reconstruction for abdominal CT imaging: objective and subjective image quality and low-contrast detectability assessment

PA Bornet, N Villani, R Gillet, E Germain, C Lombard… - European …, 2022 - Springer
image and raw-data domain (hybrid iterative reconstruction (… statistical noise, scanner optics,
detector geometry, Rx beam … of the reconstruction algorithm in clinical lesion detection and …

State of the art in abdominal CT: the limits of iterative reconstruction algorithms

A Mileto, LS Guimaraes, CH McCollough, JG Fletcher… - Radiology, 2019 - pubs.rsna.org
… information and image quality, a number of CT image noise … large (eg, detection of lung
nodules at chest CT, soft-tissue … colon cancer reconstructed with, A, deep learning technology (…

A feasibility study of realizing low-dose abdominal CT using deep learning image reconstruction algorithm

LL Li, H Wang, J Song, J Shang… - Journal of X-ray …, 2021 - content.iospress.com
… better use of iterative image reconstruction have allowed the maintenance of good …
submillisievert chest and abdominopelvic CT doses, DLIR enables image quality and lesion

[HTML][HTML] Deep learning image reconstruction in pediatric abdominal and chest computed tomography: A comparison of image quality and radiation dose

K Zhang, X Shi, SS Xie, JH Sun, ZH Liu… - Quantitative Imaging …, 2022 - ncbi.nlm.nih.gov
iterative reconstruction-Veo (ASiR-V) during abdominal and … , placing them at higher risk of
injury from exposure to high ionizing … node detection using random sets of deep convolutional …

Deep learning versus iterative reconstruction on image quality and dose reduction in abdominal CT: a live animal study

JZ Zhang, H Ganesh, FD Raslau, R Nair… - Physics in Medicine …, 2022 - iopscience.iop.org
… and objective effects of deep learning (DL) denoising on image quality, live animal models
may … of DL in CT dose reduction on image quality compared to iterative reconstruction (IR). …