Elizabeth K. Cole

Publications by Year

Research Areas

Medical Imaging Techniques and Applications, Advanced MRI Techniques and Applications, Radiomics and Machine Learning in Medical Imaging, Advanced X-ray and CT Imaging, Medical Image Segmentation Techniques

Most-Cited Works

• → Analysis of deep complex‐valued convolutional neural networks for MRI reconstruction and phase‐focused applications(2021)132 cited
• → Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices(2020)72 cited
• → Unsupervised MRI Reconstruction with Generative Adversarial Networks(2020)33 cited
• → Fast Unsupervised MRI Reconstruction Without Fully-Sampled Ground Truth Data Using Generative Adversarial Networks(2021)20 cited
• → Upstream Machine Learning in Radiology(2021)15 cited
• → Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction(2020)12 cited
• Complex-Valued Convolutional Neural Networks for MRI Reconstruction.(2020)
• → Learned Compression of High Dimensional Image Datasets(2022)2 cited
• → Improved Neural Network-Based Coil Compression(2023)