publications

2022

1. Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks

   VanVeen, D., vanderSluijs, R., Ozturkler, B., Desai, A., Bluethgen, C., Boutin, R., Willis, M., Wetzstein, G., Lindell, D., Vasanawala, S., Pauly, J., and Chaudhari, A. S.

   In MIDL 2022

   PDF Poster
2. BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation

   Lindell, D., VanVeen, D., Park, J.J., and Wetzstein, G.

   In CVPR 2022

   PDF Project Page Video Poster

2021

1. Real-Time Video Denoising to Reduce Ionizing Radiation Exposure in Fluoroscopic Imaging

   VanVeen, D., Duffy, B., Wang, L., Datta, K., Zhang, T., Zaharchuk, G., and Gong, E.

   In Medical Image Computing and Computer Assisted Intervention (MICCAI) - Machine Learning for Medical Imaging Reconstruction (MLMIR) 2021

   PDF
2. Using Untrained Convolutional Neural Networks to Accelerate MRI in 2D and 3D

   VanVeen, D., Desai, A., Heckel, R., and Chaudhari, A. S.

   In The International Society for Magnetic Resonance in Medicine (ISMRM) 2021

   PDF Code

2020

1. Compressed Sensing with Deep Image Prior and Learned Regularization

   VanVeen, D., Jalal, A., Soltanolkotabi, M., Price, E., Vishwanath, S., and Dimakis, A. G.

   arXiv preprint arXiv:1806.06438 2020

   PDF Code
2. Design Considerations for High Impact, Automated Echocardiogram Analysis

   Toussaint, W., VanVeen, D., Irwin, C., and Y. Nachmany, et al.

   In International Conference of Machine Learning (ICML) - ML for Global Health 2020

   PDF Code Poster
3. Implementing Compressed Sensing with Deep Image Prior to Reconstruct Undersampled Dynamic Contrast-Enhanced MRI Data of the Breast

   Slavkova, K., DiCarlo, J. C., VanVeen, D., Syed, A. K., Jalal, A., Virostko, J., Sorace, A. G., Dimakis, A. G., and Yankeelov, T. E.

   In The International Society for Magnetic Resonance in Medicine (ISMRM) 2020

   PDF

2018

1. Compressed Sensing Recovery of Medical Images using Deep Image Prior

   VanVeen, D., Jalal, A., M., , Price, E., Vishwanath, S., and Dimakis, A. G.

   In Neural Information Processing Systems (NeurIPS) - MedNeurIPS 2018

   PDF Code