Machine Learning-Based Trans-Cranial Therapy via Focused Ultrasound

Liu, Yushi.


  • Machine learning (ML) has shown great potential for improving the performance of medical image processing and reconstruction methods. In this thesis, the ML application in focused ultrasound is explored. The clinical application of chemotherapy to brain tumor are limited by the blood-brain barrier (BBB) as it blocks the drugs away from the malignant cells. Magnetic resonance imaging (MRI)-guided ... read more
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