Research

Magnetic Resonance Imaging

Deep-learning based MR imaging processing for rapid disease identification
IVIM MRI in AD patients
Physics Informed Neural Network based Oxygen saturation mapping
ARIA MRI AI model
Artifact removal in MR-guided focused ultrasound system using a 3D Unet model

Brain Focused Ultrasound

Multiarray transducer design for volumetric transcranial focused ultrasound
Development of MRI methods for monitoring blood-brain barrier opening
Development of new therapeutic applications in brain
Research with Two Photon Fluorescence Imaging

Therapeutic Ultrasound

Development of therapeutic ultrasound application
- Acoustic acupunture device
- AI-based feedback controller for stable cavitation

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