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Abstract #1895

Deep Learning synthesis of PET-like CBF maps from arterial spin labeling MRI: Rapid Clinical Deployment & Evaluation

David D Shin1, David Yen-Ting Chen2, Audrey P Fan2, Moss Y Zhao2, Jia Guo3, Suchandrima Banerjee1, and Greg Zaharchuk2
1GE Healthcare, Menlo Park, CA, United States, 2Stanford University, Stanford, CA, United States, 3University of California, Riverside, CA, United States

Deep learning ASL Pipeline is presented that automatically retrieves relevant MR images from multiple clinical scanners, performs preprocessing/inferencing and returns the derived synthesized PET-like CBF maps back to the scanners for rapid clinical evaluation and prototyping.

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