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AT-NCIGT - The National Center for Advanced Technologies for Image Guided Therapy
William M. Wells, PhD
Tina Kapur, PhD
Andrey Fedorov, PhD
Sarah Frisken, PhD

Led by William Wells, the focus areas of the DEEP LEARNING TRD are:

  • Information theoretic approaches for weakly-supervised deep learning for image registration and segmentation.
  • Infrastructure for curating and organizing image data, annotations, and metadata for deep learning.
  • Application areas: multimodal image registration for MRI and ultrasound guided brain tumor resection, thoracoscopic lung surgery; cancer map prediction from sparse biopsy samples to guide transperineal in-bore MRI-guided prostate biopsy.

Recent Publications

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