Publications by authors named "Christopher Sandino"

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Early brain changes in Lyme disease are associated with clinical outcomes.
Cherie L Marvel, Alison W Rebman, Kylie H Alm, Pegah Touradji, Arnold Bakker, Christopher C Sandino

Brain Behav Immun Health· December 2025

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Deep learning initialized compressed sensing (Deli-CS) in volumetric spatio-temporal subspace reconstruction.
S Sophie Schauman, Siddharth S Iyer, Christopher M Sandino, Mahmut Yurt, Xiaozhi Cao

MAGMA· April 2025

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Coil sketching for computationally efficient MR iterative reconstruction.
Julio A Oscanoa, Frank Ong, Siddharth S Iyer, Zhitao Li, Christopher M Sandino

Magn Reson Med· February 2024

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Noise2Recon: Enabling SNR-robust MRI reconstruction with semi-supervised and self-supervised learning.
Arjun D Desai, Batu M Ozturkler, Christopher M Sandino, Robert Boutin, Marc Willis

Magn Reson Med· November 2023

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Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction.
Siddharth S Iyer, S Sophie Schauman, Christopher M Sandino, Mahmut Yurt, Xiaozhi Cao

bioRxiv· March 2023

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Accelerated two-dimensional phase-contrast for cardiovascular MRI using deep learning-based reconstruction with complex difference estimation.
Julio A Oscanoa, Matthew J Middione, Ali B Syed, Christopher M Sandino, Shreyas S Vasanawala

Magn Reson Med· January 2023

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Deep Learning-Based Water-Fat Separation from Dual-Echo Chemical Shift-Encoded Imaging.
Yan Wu, Marcus Alley, Zhitao Li, Keshav Datta, Zhifei Wen, Christopher Sandino

Bioengineering (Basel)· October 2022

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Upstream Machine Learning in Radiology.
Christopher M Sandino, Elizabeth K Cole, Cagan Alkan, Akshay S Chaudhari, Andreas M Loening

Radiol Clin North Am· November 2021

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Free-breathing Accelerated Cardiac MRI Using Deep Learning: Validation in Children and Young Adults.
Evan J Zucker, Christopher M Sandino, Aya Kino, Peng Lai, Shreyas S Vasanawala

Radiology· September 2021

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Prospective Deployment of Deep Learning in MRI: A Framework for Important Considerations, Challenges, and Recommendations for Best Practices.
Akshay S Chaudhari, Christopher M Sandino, Elizabeth K Cole, David B Larson, Garry E Gold

J Magn Reson Imaging· August 2021

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Diffusion-weighted double-echo steady-state with a three-dimensional cones trajectory for non-contrast-enhanced breast MRI.
Catherine J Moran, Joseph Y Cheng, Christopher M Sandino, Michael Carl, Marcus T Alley

J Magn Reson Imaging· May 2021

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Free-breathing mapping of hepatic iron overload in children using 3D multi-echo UTE cones MRI.
Youngwook Kee, Christopher M Sandino, Ali B Syed, Joseph Y Cheng, Ann Shimakawa

Magn Reson Med· May 2021

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Near-Silent and Distortion-Free Diffusion MRI in Pediatric Musculoskeletal Disorders: Comparison With Echo Planar Imaging Diffusion.
Jesse K Sandberg, Victoria A Young, Ali B Syed, Jianmin Yuan, Yuxin Hu, Christopher Sandino

J Magn Reson Imaging· February 2021

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Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction.
Christopher M Sandino, Peng Lai, Shreyas S Vasanawala, Joseph Y Cheng

Magn Reson Med· January 2021

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Rosette Trajectories Enable Ungated, Motion-Robust, Simultaneous Cardiac and Liver T * Iron Assessment.
Adam M Bush, Christopher M Sandino, Shreya Ramachandran, Frank Ong, Nicholas Dwork

J Magn Reson Imaging· December 2020

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Reconstruction of undersampled 3D non-Cartesian image-based navigators for coronary MRA using an unrolled deep learning model.
Mario O Malavé, Corey A Baron, Srivathsan P Koundinyan, Christopher M Sandino, Frank Ong

Magn Reson Med· August 2020

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Near-silent distortionless DWI using magnetization-prepared RUFIS.
Jianmin Yuan, Yuxin Hu, Anne Menini, Christopher M Sandino, Jesse Sandberg

Magn Reson Med· July 2020

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DIAGNOSTIC IMAGE QUALITY ASSESSMENT AND CLASSIFICATION IN MEDICAL IMAGING: OPPORTUNITIES AND CHALLENGES.
Jeffrey J Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M Sandino, Joseph Y Cheng

Proc IEEE Int Symp Biomed Imaging· April 2020

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Compressed Sensing: From Research to Clinical Practice with Deep Neural Networks.
Christopher M Sandino, Joseph Y Cheng, Feiyu Chen, Morteza Mardani, John M Pauly

IEEE Signal Process Mag· January 2020

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Unsupervised clustering method to convert high-resolution magnetic resonance volumes to three-dimensional acoustic models for full-wave ultrasound simulations.
Kevin Looby, Carl D Herickhoff, Christopher Sandino, Tao Zhang, Shreyas Vasanawala

J Med Imaging (Bellingham)· July 2019

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Myocardial T2* mapping: influence of noise on accuracy and precision.
Christopher M Sandino, Peter Kellman, Andrew E Arai, Michael S Hansen, Hui Xue

J Cardiovasc Magn Reson· February 2015

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Free-breathing T2* mapping using respiratory motion corrected averaging.
Peter Kellman, Hui Xue, Bruce S Spottiswoode, Christopher M Sandino, Michael S Hansen

J Cardiovasc Magn Reson· January 2015

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