Search Results for author:
Found 4 papers, 0 papers with code
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging
Recently, with the significant developments in deep learning techniques, solving underdetermined inverse problems has become one of the major concerns in the medical imaging domain.
Deep learning for undersampled MRI reconstruction
This paper presents a deep learning method for faster magnetic resonance imaging (MRI) by reducing k-space data with sub-Nyquist sampling strategies and provides a rationale for why the proposed approach works well.
CT sinogram-consistency learning for metal-induced beam hardening correction
This paper proposed a deep learning method of sinogram correction for beam hardening reduction in CT for the first time.
Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images
The proposed method automatically estimates AC from ultrasound images.
