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39 results on '"Sandino, Christopher M."'

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1. Coil Sketching for computationally-efficient MR iterative reconstruction

2. MAEEG: Masked Auto-encoder for EEG Representation Learning

3. GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction

4. SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation

5. Noise2Recon: Enabling Joint MRI Reconstruction and Denoising with Semi-Supervised and Self-Supervised Learning

6. Memory-efficient Learning for High-Dimensional MRI Reconstruction

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

8. Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model

11. Coil sketching for computationally efficient MR iterative reconstruction.

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

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

16. Upstream Machine Learning in Radiology

18. Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges

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

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

28. Near‐silent distortionless DWI using magnetization‐prepared RUFIS

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

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

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

32. Rosette Trajectories Enable Ungated, Motion-Robust, Simultaneous Cardiac and Liver T2 * Iron Assessment.

33. Near‐silent distortionless DWI using magnetization‐prepared RUFIS.

35. Free-breathing T2* mapping using respiratory motion corrected averaging

36. Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction.

37. Free-breathing R 2 ∗ mapping of hepatic iron overload in children using 3D multi-echo UTE cones MRI.

38. Rosette Trajectories Enable Ungated, Motion-Robust, Simultaneous Cardiac and Liver T 2 * Iron Assessment.

39. DIAGNOSTIC IMAGE QUALITY ASSESSMENT AND CLASSIFICATION IN MEDICAL IMAGING: OPPORTUNITIES AND CHALLENGES.

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