Works by Sandino, Christopher M.

Results: 11

Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices.

Published in:

Journal of Magnetic Resonance Imaging, 2021, v. 54, n. 2, p. 357, doi. 10.1002/jmri.27331

By:

Chaudhari, Akshay S.;
Sandino, Christopher M.;
Cole, Elizabeth K.;
Larson, David B.;
Gold, Garry E.;
Vasanawala, Shreyas S.;
Lungren, Matthew P.;
Hargreaves, Brian A.;
Langlotz, Curtis P.

Publication type:

Article

Diffusion‐weighted double‐echo steady‐state with a three‐dimensional cones trajectory for non‐contrast‐enhanced breast MRI.

Published in:

Journal of Magnetic Resonance Imaging, 2021, v. 53, n. 5, p. 1594, doi. 10.1002/jmri.27492

By:

Moran, Catherine J.;
Cheng, Joseph Y.;
Sandino, Christopher M.;
Carl, Michael;
Alley, Marcus T.;
Rosenberg, Jarrett;
Daniel, Bruce L.;
Pittman, Sarah M.;
Rosen, Eric L.;
Hargreaves, Brian A.

Publication type:

Article

Rosette Trajectories Enable Ungated, Motion-Robust, Simultaneous Cardiac and Liver T<sub>2</sub> * Iron Assessment.

Published in:

2020

By:

Bush, Adam M.;
Sandino, Christopher M.;
Ramachandran, Shreya;
Ong, Frank;
Dwork, Nicholas;
Zucker, Evan J.;
Syed, Ali B.;
Pauly, John M.;
Alley, Marcus T.;
Vasanawala, Shreyas S.

Publication type:

journal article

Deep learning initialized compressed sensing (Deli-CS) in volumetric spatio-temporal subspace reconstruction.

Published in:

MAGMA: Magnetic Resonance Materials in Physics, Biology & Medicine, 2025, v. 38, n. 2, p. 221, doi. 10.1007/s10334-024-01222-2

By:

Schauman, S. Sophie;
Iyer, Siddharth S.;
Sandino, Christopher M.;
Yurt, Mahmut;
Cao, Xiaozhi;
Liao, Congyu;
Ruengchaijatuporn, Natthanan;
Chatnuntawech, Itthi;
Tong, Elizabeth;
Setsompop, Kawin

Publication type:

Article

Coil sketching for computationally efficient MR iterative reconstruction.

Published in:

Magnetic Resonance in Medicine, 2024, v. 91, n. 2, p. 784, doi. 10.1002/mrm.29883

By:

Oscanoa, Julio A.;
Ong, Frank;
Iyer, Siddharth S.;
Li, Zhitao;
Sandino, Christopher M.;
Ozturkler, Batu;
Ennis, Daniel B.;
Pilanci, Mert;
Vasanawala, Shreyas S.

Publication type:

Article

Noise2Recon: Enabling SNR‐robust MRI reconstruction with semi‐supervised and self‐supervised learning.

Published in:

Magnetic Resonance in Medicine, 2023, v. 90, n. 5, p. 2052, doi. 10.1002/mrm.29759

By:

Desai, Arjun D.;
Ozturkler, Batu M.;
Sandino, Christopher M.;
Boutin, Robert;
Willis, Marc;
Vasanawala, Shreyas;
Hargreaves, Brian A.;
Ré, Christopher;
Pauly, John M.;
Chaudhari, Akshay S.

Publication type:

Article

Accelerated two‐dimensional phase‐contrast for cardiovascular MRI using deep learning‐based reconstruction with complex difference estimation.

Published in:

Magnetic Resonance in Medicine, 2023, v. 89, n. 1, p. 356, doi. 10.1002/mrm.29441

By:

Oscanoa, Julio A.;
Middione, Matthew J.;
Syed, Ali B.;
Sandino, Christopher M.;
Vasanawala, Shreyas S.;
Ennis, Daniel B.

Publication type:

Article

Free‐breathing R2∗ mapping of hepatic iron overload in children using 3D multi‐echo UTE cones MRI.

Published in:

Magnetic Resonance in Medicine, 2021, v. 85, n. 5, p. 2608, doi. 10.1002/mrm.28610

By:

Kee, Youngwook;
Sandino, Christopher M.;
Syed, Ali B.;
Cheng, Joseph Y.;
Shimakawa, Ann;
Colgan, Timothy J.;
Hernando, Diego;
Vasanawala, Shreyas S.

Publication type:

Article

Accelerating cardiac cine MRI using a deep learning‐based ESPIRiT reconstruction.

Published in:

Magnetic Resonance in Medicine, 2021, v. 85, n. 1, p. 152, doi. 10.1002/mrm.28420

By:

Sandino, Christopher M.;
Lai, Peng;
Vasanawala, Shreyas S.;
Cheng, Joseph Y.

Publication type:

Article

Reconstruction of undersampled 3D non‐Cartesian image‐based navigators for coronary MRA using an unrolled deep learning model.

Published in:

Magnetic Resonance in Medicine, 2020, v. 84, n. 2, p. 800, doi. 10.1002/mrm.28177

By:

Malavé, Mario O.;
Baron, Corey A.;
Koundinyan, Srivathsan P.;
Sandino, Christopher M.;
Ong, Frank;
Cheng, Joseph Y.;
Nishimura, Dwight G.

Publication type:

Article

Near‐silent distortionless DWI using magnetization‐prepared RUFIS.

Published in:

Magnetic Resonance in Medicine, 2020, v. 84, n. 1, p. 170, doi. 10.1002/mrm.28106

By:

Yuan, Jianmin;
Hu, Yuxin;
Menini, Anne;
Sandino, Christopher M.;
Sandberg, Jesse;
Sheth, Vipul;
Moran, Catherine J.;
Alley, Marcus;
Lustig, Michael;
Hargreaves, Brian;
Vasanawala, Shreyas

Publication type:

Article