Super-resolution techniques for biomedical applications and challenges

M Shin, M Seo, K Lee, K Yoon - Biomedical Engineering Letters, 2024‏ - Springer
Super-resolution (SR) techniques have revolutionized the field of biomedical applications by
detailing the structures at resolutions beyond the limits of imaging or measuring tools. These …

Recent advances in dental panoramic x-ray synthesis and its clinical applications

AP Sunilkumar, BK Parida, W You - IEEE Access, 2024‏ - ieeexplore.ieee.org
X-ray imaging plays a pivotal role in clinical diagnostics by facilitating tasks ranging from
organ segmentation to disease detection. With the integration of artificial intelligence (AI) …

MIP-enhanced Uncertainty-aware Network for Fast 7T Time-of-Flight MRA Reconstruction

K Sun, C Duan, X Lou, D Shen - IEEE Transactions on Medical …, 2025‏ - ieeexplore.ieee.org
Time-of-flight (TOF) magnetic resonance angiography (MRA) is the dominant non-contrast
MR imaging method for visualizing intracranial vascular system. The employment of 7T MRI …

SRM-Net: Joint Sampling and Reconstruction and Map** Network for Accelerated 3T Brain Multi-parametric MR Imaging

Y Liu, K Sun, H Qi, J Yang, X Zong… - IEEE Transactions …, 2024‏ - ieeexplore.ieee.org
Multi-parametric magnetic resonance imaging (MRI) can provide complementary
quantitative information by generating multi-parametric maps and is becoming a promising …

DSG-GAN: A dual-stage-generator-based GAN for cross-modality synthesis from PET to CT

H Wang, X Wang, F Liu, G Zhang, G Zhang… - Computers in Biology …, 2024‏ - Elsevier
PET/CT devices typically use CT images for PET attenuation correction, leading to additional
radiation exposure. Alternatively, in a standalone PET imaging system, attenuation and …

Automated cardiac coverage assessment in cardiovascular magnetic resonance imaging using an explainable recurrent 3D dual‐domain convolutional network

S Nabavi, M Hashemi… - Medical …, 2024‏ - Wiley Online Library
Background Cardiovascular magnetic resonance (CMR) imaging has become a modality
with superior power for the diagnosis and prognosis of cardiovascular diseases. One of the …

Data Pruning in Generative Diffusion Models

R Briq, J Wang, S Kesselheim - ar** spots image enhancement algorithm based on LAA-CycleGAN
J Qin, M Zhu, Y Liu, G Zeng, B Xu - Signal, Image and Video Processing, 2024‏ - Springer
During the automatic cup** process, a LAA-CycleGAN-based image enhancement
algorithm is proposed to address the issues of reduced image clarity and loss of detail …

CALF-GAN: Multi-scale convolutional attention for latent feature-guided cross-modality MR image synthesis

X Zhu, Y Wang - Molecular & Cellular Biomechanics, 2025‏ - ojs.sin-chn.com
Multimodal medical image synthesis plays a crucial supportive role in research within the
field of biomechanics, providing high-precision data and analytical methods for studies on …