16 citations · 30 across the 4 of their papers we have counts for
4 papers
Machine Learning for Improved Current Density Reconstruction from 2D Vector Magnetic Images
Niko R. Reed, Danyal Bhutto, Matthew J. Turner +8
The reconstruction of electrical current densities from magnetic field measurements is an important technique with applications in materials science, circuit design, quality contro…
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…
Synthetic Low-Field MRI Super-Resolution Via Nested U-Net Architecture
Aryan Kalluvila, Neha Koonjoo, Danyal Bhutto +2
Low-field (LF) MRI scanners have the power to revolutionize medical imaging by providing a portable and cheaper alternative to high-field MRI scanners. However, such scanners are u…
On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy
David E. J. Waddington, Nicholas Hindley, Neha Koonjoo +8
MRI-guidance techniques that dynamically adapt radiation beams to follow tumor motion in real-time will lead to more accurate cancer treatments and reduced collateral healthy tissu…