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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