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Project

DEPT: Deep Extreme Point Tracing for ultrasound image segmentation

Jan 1, 2025

Independent research and mentoring work on ultrasound image segmentation, leading to the DEPT method and an IEEE GLOBECOM publication.

Independent research and mentoring work on ultrasound image segmentation, leading to the DEPT method and an IEEE GLOBECOM publication.

  • Supported and advised independent research on ultrasound image segmentation with a focus on structured point-based modeling.
  • Helped shape the DEPT method, Deep Extreme Point Tracing, for more effective segmentation in ultrasound imaging.
  • Resulted in the paper DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation, published at IEEE GLOBECOM.
  • Ultrasound Segmentation
  • Medical Imaging
  • Independent Research
  • Mentoring