Publications
Journal Publications
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Utility of deep learning super-resolution in the context of osteoarthritis MRI biomarkers
Akshay S. Chaudhari, Kathryn J. Stevens, Jeff P. Wood, Amit K. Chakraborty, Eric K. Gibbons, Zhongnan Fang, Arjun D. Desai, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
Journal of Magnetic Resonance Imaging, 2020; 51:768–779 -
Simultaneous NODDI and GFA parameter map generation from subsampled q-space imaging using deep learning
Eric K. Gibbons, Kyler K. Hodgson, Akshay S. Chaudhari, Lorie G. Richards, Jennifer J. Majersik, Ganesh Adluru, and Edward VR DiBella
Magnetic Resonance in Medicine, 2019; 81:2399–2411 PDF -
Super-resolution musculoskeletal MRI using deep learning
Akshay S. Chaudhari, Zhongnan Fang, Feliks Kogan, Jeff Wood, Kathryn J. Stevens, Eric K. Gibbons, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
Magnetic Resonance in Medicine, 2018; 80:2139-2154 PDF -
Body diffusion-weighted imaging using magnetization prepared single-shot fast spin echo and extended parallel imaging signal averaging
Eric K. Gibbons, Shreyas S. Vasanawala, John M. Pauly, and Adam B. Kerr
Magnetic Resonance in Medicine, 2018; 79:3032–3044 PDF -
Robust Self-Calibrating nCPMG Aquisition: Application to Body Diffusion-Weighted Imaging
Eric K. Gibbons, Patrick Le Roux, Shreyas S. Vasanawala, John M. Pauly, and Adam B. Kerr
IEEE Transactions on Medical Imaging, 2018; 37:200–209 PDF -
Slice profile effects on nCPMG SS-FSE
Eric K. Gibbons, Patrick Le Roux, John M. Pauly, and Adam B. Kerr
Magnetic Resonance in Medicine, 2018; 79:430-438 PDF -
Body diffusion weighted imaging using non-CPMG fast spin echo
Eric K. Gibbons, Patrick Le Roux, Shreyas S. Vasanawala, John M. Pauly, and Adam B. Kerr
IEEE Transactions on Medical Imaging, 2017; 36:549–559 PDF
Conference Proceedings
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Benchmarking accelerated MRI: a head-to-head comparison of deep learning reconstruction and super-resolution techniques
Eric K. Gibbons, Zhongnan Fang, Arjun D. Desai, Christopher M. Sandino, Garry E. Gold, Brian A. Hargreaves, and Akshay S. Chaudhari
Proceedings of International Society for Magnetic Resonance in Medicine, 29th Annual Meeting, London, United Kingdom, 2022, p. 1873 -
Rapid myocardial perfusion MRI reconstruction using deep learning networks
Eric K. Gibbons, Akshay S. Chaudhari, Ganesh Adluru, and Ed V. R. DiBella
Proceedings of International Society for Magnetic Resonance in Medicine, 27th Annual Meeting, Sydney, Australia, 2020, p. 7047 -
Deep learning for DSI parameter map generation without image pre-processing
Eric K. Gibbons, Kyler K. Hodgson, Akshay S. Chaudhari, Lorie G. Richards, Jennifer J. Majersik, Ganesh Adluru, and Ed V. R. DiBella
Proceedings of International Society for Magnetic Resonance in Medicine, 27th Annual Meeting, Montreal, Canada, 2019, p. 3359 -
Super-resolution enhances morphological and quantitative MRI on prospectively-sampled low-resolution data
Akshay S. Chaudhari, Zhongnan Fang, Eric K. Gibbons, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
Proceedings of Medical Imaging Meets NIPS, 32nd Conference on Neural Information Processing Systems, Montreal, Canada, 2019 -
Using artificial intelligence to enhance MRI efficiency for imaging OA
Akshay S. Chaudhari, Zhongnan Fang, Feliks Kogan, Jeff Wood, Kathryn J. Stevens, Eric K. Gibbons, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
International Workshop on Osteoarthritis Imaging, Menton, France, 2018 -
Using artificial intelligence to transform cardiac MRI reconstruction methods
Edward V. R. DiBella, Eric K. Gibbons, Jason Mendes, Ye Tian, and Ganesh Adluru
Engineering in Medicine and Biology Society (EMBC), 2018 Annual International Conference of the IEEE, 2018 -
Deep slice: expanding cardiac SMS coverage through deep learning slice interpolation
Eric K. Gibbons, Akshay S. Chaudhari, and Edward V. DiBella
Proceedings of International Society for Magnetic Resonance in Medicine, 26th Annual Meeting, Paris, France, 2018, p. 3514 PDF -
Enhancing MRI resolution and fully-automating tissue segmentation using deep learning
Akshay S. Chaudhari, Zhongnan Fang, Feliks Kogan, Jeff Wood, Kathryn J. Stevens, Eric K. Gibbons, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
Proceedings of the Nvidia GPU Technology Conference (GTC), San Jose, California, USA, in submission. -
Expanding SMS coverage in cardiac perfusion MRI through deep learning for temporal interpolation
Eric K. Gibbons, Akshay S. Chaudhari, and Edward V. R. DiBella
Proceedings of the ISMRM Workshop on Machine Learning, Pacific Grove, California, USA, 2018 -
Deep-learning-based super-resolution and segmentation for clinical and research musculoskeletal MRI
Akshay S. Chaudhari, Zhongnan Fang, Feliks Kogan, Jeff Wood, Kathryn J. Stevens, Eric K. Gibbons, Jin Hyung Lee, Garry E. Gold, and Brian A. Hargreaves
Proceedings of the ISMRM Workshop on Machine Learning, Pacific Grove, California, USA, 2018 -
Robust nCPMG SS-FSE with accelerated acquisition and reconstruction
Eric K. Gibbons, Patrick LeRoux, Shreyas Vasanawala, John M. Pauly, and Adam B. Kerr
Proceedings of International Society for Magnetic Resonance in Medicine, 25th Annual Meeting, Honolulu, Hawaii, 2017, p. 3514 PDF -
Slice profile effects on non-CPMG SS-FSE acquisitions
Eric K. Gibbons, John M. Pauly, and Adam B. Kerr
Proceedings of International Society for Magnetic Resonance in Medicine, 24rd Annual Meeting, Singapore, Singapore, 2016, p. 1894 PDF -
Body DWI using nCPMG FSE
Eric K. Gibbons, Shreyas S. Vasanawala, John M. Pauly, and Adam B. Kerr
Proceedings of International Society for Magnetic Resonance in Medicine, 23rd Annual Meeting, Toronto, Canada, 2015, p. 2540 PDF -
Single-shot isotropic diffusion weighting with eddy current compensation
Eric K. Gibbons, John M. Pauly, and Adam B. Kerr
Proceedings of International Society for Magnetic Resonance in Medicine, 22nd Annual Meeting, Milan, Italy, 2014, p. 2559 PDF -
A T2-diffusion-prepared cube sequence for brain lesion detection at 7T
Eric K. Gibbons, John M. Pauly, Manoj Saranathan, Brian Rutt, and Adam B. Kerr
Proceedings of International Society for Magnetic Resonance in Medicine, 21st Annual Meeting, Salt Lake City, Utah, USA, 2013, p. 2512 PDF -
Analysis of ghosting artifacts for real-time motion correction using EPI
Eric K. Gibbons, Samantha J. Holdsworth, Murat Aksoy, Melvyn B. Ooi, and Roland Bammer
Proceedings of International Society for Magnetic Resonance in Medicine, 20th Annual Meeting, Melbourne, Australia, 2012, p. 3431 PDF -
Containment for the Utah Slanted Electrode Array
Creigthon Petty, Eric K. Gibbons, Richard A. Normann, and Gregory A. Clark
5th Annual Mountain West Biomedical Engineering Conference, 2009