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Elizabeth K. Cole
Elizabeth K. Cole
DeepMind
Verified email at google.com
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Cited by
Cited by
Year
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
4672023
Analysis of deep complex‐valued convolutional neural networks for MRI reconstruction and phase‐focused applications
E Cole, J Cheng, J Pauly, S Vasanawala
Magnetic resonance in medicine 86 (2), 1093-1109, 2021
862021
Prospective deployment of deep learning in MRI: a framework for important considerations, challenges, and recommendations for best practices
AS Chaudhari, CM Sandino, EK Cole, DB Larson, GE Gold, ...
Journal of Magnetic Resonance Imaging 54 (2), 357-371, 2021
692021
Unsupervised MRI reconstruction with generative adversarial networks
EK Cole, JM Pauly, SS Vasanawala, F Ong
arXiv preprint arXiv:2008.13065, 2020
532020
Analysis of deep complex-valued convolutional neural networks for MRI reconstruction
EK Cole, JY Cheng, JM Pauly, SS Vasanawala
arXiv preprint arXiv:2004.01738, 2020
352020
Fast unsupervised mri reconstruction without fully-sampled ground truth data using generative adversarial networks
EK Cole, F Ong, SS Vasanawala, JM Pauly
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
222021
Upstream machine learning in radiology
CM Sandino, EK Cole, C Alkan, AS Chaudhari, AM Loening, D Hyun, ...
Radiologic Clinics 59 (6), 967-985, 2021
92021
Learned compression of high dimensional image datasets
E Cole, Q Meng, J Pauly, S Vasanawala
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
42022
Unsupervised image reconstruction using deep generative adversarial networks
EK Cole, F Ong, JM Pauly, SS Vasanawala
ISMRM Work Data Sampling & Image Reconstruction, 2020
42020
Automatic Detection of Multiple Organs Using Convolutional Neural Networks
E Cole, S Hussein
42015
MRI image reconstruction from undersampled data using adversarially trained generative neural network
EK Cole, SS Vasanawala, F Ong, JM Pauly
US Patent 11,170,543, 2021
12021
Improved Data Representations and Data-efficient Methods in Deep Learning for MRI Applications
EK Cole
Stanford University, 2022
2022
Improved Neural Network-Based Coil Compression
EK Cole, Q Meng, A Raina, JM Pauly, SS Vasanawala
Learned Compression of High Dimensional MRI Datasets
Q Meng, E Cole, J Pauly, S Vasanawala
Unsupervised Dynamic Image Reconstruction using Deep Generative Adversarial Networks and Total Variation Smoothing
E Cole, S Vasanawala, J Pauly
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Articles 1–15