Towards clinical application of artificial intelligence in ultrasound imaging
Artificial intelligence (AI) is being increasingly adopted in medical research and applications.
Medical AI devices have continuously been approved by the Food and Drug Administration …
Medical AI devices have continuously been approved by the Food and Drug Administration …
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
Ultrasound (US) imaging is widely used for anatomical structure inspection in clinical
diagnosis. The training of new sonographers and deep learning based algorithms for US …
diagnosis. The training of new sonographers and deep learning based algorithms for US …
Approaches and Limitations of Machine Learning for Synthetic Ultrasound Generation: A Scoping Review
This scoping review examines the emerging field of synthetic ultrasound generation using
machine learning (ML) models in radiology. Nineteen studies were analyzed, revealing …
machine learning (ML) models in radiology. Nineteen studies were analyzed, revealing …
Lung cancer CT image generation from a free-form sketch using style-based pix2pix for data augmentation
R Toda, A Teramoto, M Kondo, K Imaizumi, K Saito… - Scientific reports, 2022 - nature.com
Artificial intelligence (AI) applications in medical imaging continue facing the difficulty in
collecting and using large datasets. One method proposed for solving this problem is data …
collecting and using large datasets. One method proposed for solving this problem is data …
A pseudo-siamese feature fusion generative adversarial network for synthesizing high-quality fetal four-chamber views
Four-chamber (FC) views are the primary ultrasound (US) images that cardiologists
diagnose whether the fetus has congenital heart disease (CHD) in prenatal diagnosis and …
diagnose whether the fetus has congenital heart disease (CHD) in prenatal diagnosis and …
Digital rock reconstruction with user-defined properties using conditional generative adversarial networks
Uncertainty is ubiquitous with multiphase flow in subsurface rocks due to their inherent
heterogeneity and lack of in-situ measurements. To complete uncertainty analysis in a multi …
heterogeneity and lack of in-situ measurements. To complete uncertainty analysis in a multi …
Ultrasound to X-ray synthesis generative attentional network (UXGAN) for adolescent idiopathic scoliosis
Standing X-ray radiograph with Cobb's method is the gold standard for scoliosis diagnosis.
However, radiation hazard restricts its application, especially for close follow-up of …
However, radiation hazard restricts its application, especially for close follow-up of …
Weakly-supervised high-fidelity ultrasound video synthesis with feature decoupling
Ultrasound (US) is widely used for its advantages of real-time imaging, radiation-free and
portability. In clinical practice, analysis and diagnosis often rely on US sequences rather …
portability. In clinical practice, analysis and diagnosis often rely on US sequences rather …
A progressive growing generative adversarial network composed of enhanced style-consistent modulation for fetal ultrasound four-chamber view editing synthesis
Fetal ultrasound (US) four-chamber (FC) views are essential in diagnosing congenital heart
defects (CHD). Gathering a sufficient number of diverse and high-quality fetal US FC views …
defects (CHD). Gathering a sufficient number of diverse and high-quality fetal US FC views …
Anatomy preserving GAN for realistic simulation of intraoperative liver ultrasound images
L Chen, H Liao, W Kong, D Zhang, F Chen - Computer Methods and …, 2023 - Elsevier
In ultrasound-guided liver surgery, the lack of large-scale intraoperative ultrasound images
with important anatomical structures remains an obstacle hindering the successful …
with important anatomical structures remains an obstacle hindering the successful …