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Author profile
Xiaoxue Qian
Medical Artificial Intelligence and Automation (MAIA) Laboratory, Department of Radiation Oncology, UT Southwestern Medical Center
A Population-Based Hyperregression Model to Accelerate Instance-Specific Real-Time Volumetric MRI Estimation
Implicit neural representations (INRs) enable continuous, resolution-agnostic modeling of complex anatomical motion and have shown remarkable promise for deformation-driven, instance-specific real-time volumetric MRI estimation from a prior MRI. However, trai...
Poster Program · Diagnostic and Interventional Radiology Physics
JACK KROHMER EARLY-CAREER INVESTIGATOR COMPETITION WINNER: A Time-Resolved Slice-to-Volume Reconstruction Framework with Dynamic Reconstruction and Motion Estimation (S2V-DREME)
Existing volumetric MRI techniques are constrained by the trade-off between acquisition time and image quality, limiting accuracy in motion-impacted sites such as the liver. To enable fast and high-quality volumetric imaging with sufficient spatiotemporal res...
Proffered Program · Therapy Physics