skip to Main Content
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

Back To Top