1.7k citations · 2.1k across the 5 of their papers we have counts for
3 papers · 1 filter
Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz
Danyal F. Bhutto, Bo Zhu, Jeremiah Z. Liu +4
Accurate image reconstruction is at the heart of diagnostics in medical imaging. Supervised deep learning-based approaches have been investigated for solving inverse problems inclu…
MR fingerprinting Deep RecOnstruction NEtwork (DRONE)
Ouri Cohen, Bo Zhu, Matthew S. Rosen
PURPOSE: Demonstrate a novel fast method for reconstruction of multi-dimensional MR Fingerprinting (MRF) data using Deep Learning methods. METHODS: A neural network (NN) is defined…
Image reconstruction by domain transform manifold learning
Bo Zhu, Jeremiah Z. Liu, Bruce R. Rosen +1
Image reconstruction plays a critical role in the implementation of all contemporary imaging modalities across the physical and life sciences including optical, MRI, CT, PET, and r…