Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI von Johnson, Patricia M, Lin, Dana J, Zbontar, Jure, Zitnick, C Lawrence, Sriram, Anuroop, Muckley, Matthew, Babb, James S, Kline, Mitchell, Ciavarra, Gina, Alaia, Erin, Samim, Mohammad, Walter, William R, Calderon, Liz, Pock, Thomas, Sodickson, Daniel K, Recht, Michael P, Knoll, Florian

Volltext

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge von Knoll, Florian, Murrell, Tullie, Sriram, Anuroop, Yakubova, Nafissa, Zbontar, Jure, Rabbat, Michael, Defazio, Aaron, Muckley, Matthew J., Sodickson, Daniel K., Zitnick, C. Lawrence, Recht, Michael P.

Volltext

SIMULATING SINGLE-COIL MRI FROM THE RESPONSES OF MULTIPLE COILS von Tygert, Mark, Zbontar, Jure

Volltext

End-to-End Variational Networks for Accelerated MRI Reconstruction von Sriram, Anuroop, Zbontar, Jure, Murrell, Tullie, Defazio, Aaron, Zitnick, C. Lawrence, Yakubova, Nafissa, Knoll, Florian, Johnson, Patricia

Volltext

Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study von Recht, Michael P., Zbontar, Jure, Sodickson, Daniel K., Knoll, Florian, Yakubova, Nafissa, Sriram, Anuroop, Murrell, Tullie, Defazio, Aaron, Rabbat, Michael, Rybak, Leon, Kline, Mitchell, Ciavarra, Gina, Alaia, Erin F., Samim, Mohammad, Walter, William R., Lin, Dana J., Lui, Yvonne W., Muckley, Matthew, Huang, Zhengnan, Johnson, Patricia, Stern, Ruben, Zitnick, C. Lawrence

Volltext

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning von Knoll, Florian, Zbontar, Jure, Sriram, Anuroop, Muckley, Matthew J, Bruno, Mary, Defazio, Aaron, Parente, Marc, Geras, Krzysztof J, Katsnelson, Joe, Chandarana, Hersh, Zhang, Zizhao, Drozdzalv, Michal, Romero, Adriana, Rabbat, Michael, Vincent, Pascal, Pinkerton, James, Wang, Duo, Yakubova, Nafissa, Owens, Erich, Zitnick, C Lawrence, Recht, Michael P, Sodickson, Daniel K, Lui, Yvonne W

Volltext

Simulating single-coil MRI from the responses of multiple coils von Tygert, Mark, Zbontar, Jure

Volltext

Implicit Rank-Minimizing Autoencoder von Jing, Li, Zbontar, Jure, LeCun, Yann

Volltext bestellen

Barlow Twins: Self-Supervised Learning via Redundancy Reduction von Zbontar, Jure, Jing, Li, Misra, Ishan, LeCun, Yann, Deny, Stéphane

Volltext bestellen

Compressed sensing with a jackknife and a bootstrap von Tygert, Mark, Ward, Rachel, Zbontar, Jure

Volltext bestellen

Implicit Rank-Minimizing Autoencoder von Li, Jing, Zbontar, Jure, LeCun, Yann

Volltext

GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction von Sriram, Anuroop, Zbontar, Jure, Murrell, Tullie, Zitnick, C. Lawrence, Defazio, Aaron, Sodickson, Daniel K

Volltext bestellen

End-to-End Variational Networks for Accelerated MRI Reconstruction von Sriram, Anuroop, Zbontar, Jure, Murrell, Tullie, Defazio, Aaron, Zitnick, C. Lawrence, Yakubova, Nafissa, Knoll, Florian, Johnson, Patricia

Volltext bestellen

Barlow Twins: Self-Supervised Learning via Redundancy Reduction von Zbontar, Jure, Li, Jing, Misra, Ishan, LeCun, Yann, Deny, Stéphane

Volltext

Team ULjubljana’s Solution to the JRS 2012 Data Mining Competition von Zbontar, Jure, Zitnik, Marinka, Zidar, Miha, Majcen, Gregor, Potocnik, Matic, Zupan, Blaz

Volltext

Compressed sensing with a jackknife and a bootstrap von Tygert, Mark, Ward, Rachel, Zbontar, Jure

Volltext

Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge von Knoll, Florian, Murrell, Tullie, Anuroop Sriram, Yakubova, Nafissa, Zbontar, Jure, Rabbat, Michael, Defazio, Aaron, Muckley, Matthew J, Sodickson, Daniel K, Zitnick, C Lawrence, Recht, Michael P

Volltext

GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction von Anuroop Sriram, Zbontar, Jure, Murrell, Tullie, Zitnick, C Lawrence, Defazio, Aaron, Sodickson, Daniel K

Volltext

Fast Incremental Learning for Off-Road Robot Navigation von Provodin, Artem, Torabi, Liila, Flepp, Beat, LeCun, Yann, Sergio, Michael, Jackel, L. D, Muller, Urs, Zbontar, Jure

Volltext bestellen

End-to-End Variational Networks for Accelerated MRI Reconstruction von Anuroop Sriram, Zbontar, Jure, Murrell, Tullie, Defazio, Aaron, Zitnick, C Lawrence, Yakubova, Nafissa, Knoll, Florian, Johnson, Patricia

Volltext