qing+lyu Results | Available Intellectual Property | Rensselaer Polytechnic Institute

Search Results - qing+lyu

2 Results Sort By:
Dynamic MRI Super-Resolution through Deep Learning
RPI ID: 2020-029-201 Innovation Summary: A deep learning-based system is developed to reduce motion artifacts in dynamic imaging sequences. The model uses temporal and spatial features to identify and correct distortions caused by patient movement. It is applicable to modalities such as MRI and CT, where motion can compromise diagnostic accuracy. The...
Published: 3/10/2026   |   Updated: 3/10/2026   |   Inventor(s): Qing Lyu, Hongming Shan, Ge Wang
Keywords(s): deep learning, dynamic cardiac imaging, magnetic resonance imaging (MRI), super-resolution
Category(s): Biotechnology and the Life Sciences
A Synergized Pulsing-Imaging Network (SPIN)
RPI ID: 2018-029-401Innovation Summary:This invention introduces a synergized pulsing-imaging network (SPIN) that jointly optimizes MRI pulse sequences and image reconstruction. The system uses a deep learning framework to co-train the pulse generation and image reconstruction modules, improving image quality and acquisition efficiency. It adapts to...
Published: 7/21/2025   |   Updated: 7/3/2025   |   Inventor(s): Ge Wang, Qing Lyu, Tao Xu
Keywords(s): deep learning, machine-learning, medical imaging
Category(s): Biotechnology and the Life Sciences