Follow
Christopher Sandino
Christopher Sandino
Research Engineer, Apple
Verified email at alumni.stanford.edu - Homepage
Title
Cited by
Cited by
Year
Compressed sensing: From research to clinical practice with deep neural networks: Shortening scan times for magnetic resonance imaging
CM Sandino, JY Cheng, F Chen, M Mardani, JM Pauly, SS Vasanawala
IEEE signal processing magazine 37 (1), 117-127, 2020
1452020
Accelerating cardiac cine MRI using a deep learning‐based ESPIRiT reconstruction
CM Sandino, P Lai, SS Vasanawala, JY Cheng
Magnetic Resonance in Medicine 85 (1), 152-167, 2021
1222021
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
662021
Myocardial T2* mapping: influence of noise on accuracy and precision
CM Sandino, P Kellman, AE Arai, MS Hansen, H Xue
Journal of Cardiovascular Magnetic Resonance 17, 1-9, 2015
492015
Skm-tea: A dataset for accelerated mri reconstruction with dense image labels for quantitative clinical evaluation
AD Desai, AM Schmidt, EB Rubin, CM Sandino, MS Black, V Mazzoli, ...
arXiv preprint arXiv:2203.06823, 2022
432022
Free-breathing T2* mapping using respiratory motion corrected averaging
P Kellman, H Xue, BS Spottiswoode, CM Sandino, MS Hansen, ...
Journal of Cardiovascular Magnetic Resonance 17 (1), 3, 2015
432015
Deep convolutional neural networks for accelerated dynamic magnetic resonance imaging
CM Sandino, N Dixit, SS Vasanawala, JY Cheng
Medical Imaging Meets NIPS Workshop, 2017
422017
Reconstruction of undersampled 3D non‐Cartesian image‐based navigators for coronary MRA using an unrolled deep learning model
MO Malavé, CA Baron, SP Koundinyan, CM Sandino, F Ong, JY Cheng, ...
Magnetic resonance in medicine 84 (2), 800-812, 2020
412020
Diagnostic image quality assessment and classification in medical imaging: Opportunities and challenges
JJ Ma, U Nakarmi, CYS Kin, CM Sandino, JY Cheng, AB Syed, P Wei, ...
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 337-340, 2020
312020
Free-breathing accelerated cardiac MRI using deep learning: validation in children and young adults
EJ Zucker, CM Sandino, A Kino, P Lai, SS Vasanawala
Radiology 300 (3), 539-548, 2021
272021
Methods and systems for magnetic resonance image reconstruction using an extended sensitivity model and a deep neural network
CM Sandino, P Lai, S Vasanawala, JY Cheng
US Patent 10,712,416, 2020
252020
Near‐silent distortionless DWI using magnetization‐prepared RUFIS
J Yuan, Y Hu, A Menini, CM Sandino, J Sandberg, V Sheth, CJ Moran, ...
Magnetic resonance in medicine 84 (1), 170-181, 2020
172020
Maeeg: Masked auto-encoder for eeg representation learning
HYS Chien, H Goh, CM Sandino, JY Cheng
arXiv preprint arXiv:2211.02625, 2022
142022
Noise2recon: A semi-supervised framework for joint mri reconstruction and denoising
AD Desai, BM Ozturkler, CM Sandino, S Vasanawala, BA Hargreaves, ...
arXiv preprint arXiv:2110.00075, 2021
132021
Free‐breathing mapping of hepatic iron overload in children using 3D multi‐echo UTE cones MRI
Y Kee, CM Sandino, AB Syed, JY Cheng, A Shimakawa, TJ Colgan, ...
Magnetic Resonance in Medicine, 2021
132021
Memory-efficient learning for high-dimensional MRI reconstruction
K Wang, M Kellman, CM Sandino, K Zhang, SS Vasanawala, JI Tamir, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
122021
Diffusion‐weighted double‐echo steady‐state with a three‐dimensional cones trajectory for non‐contrast‐enhanced breast MRI
CJ Moran, JY Cheng, CM Sandino, M Carl, MT Alley, J Rosenberg, ...
Journal of Magnetic Resonance Imaging 53 (5), 1594-1605, 2021
112021
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
Near‐silent and distortion‐free diffusion MRI in pediatric musculoskeletal disorders: Comparison with Echo planar imaging diffusion
JK Sandberg, VA Young, AB Syed, J Yuan, Y Hu, C Sandino, A Menini, ...
Journal of Magnetic Resonance Imaging 53 (2), 504-513, 2021
92021
Noise2Recon: Enabling SNR‐robust MRI reconstruction with semi‐supervised and self‐supervised learning
AD Desai, BM Ozturkler, CM Sandino, R Boutin, M Willis, S Vasanawala, ...
Magnetic Resonance in Medicine 90 (5), 2052-2070, 2023
82023
The system can't perform the operation now. Try again later.
Articles 1–20