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researcher

D. Barratt

58 papers hereh-index 407.1k citations204 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author46
  • last author11

Across the 57 of 58 papers where every author was matched, so the position is known.

fields
  • cs.CV27
  • eess.IV26
  • cs.LG5

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedWeakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

477 citations · 994 across the 58 of their papers we have counts for

collaborators
Showing 2023 · cs.CVShow all

2 papers · 2 filters

cs.CV2023

Boundary-RL: Reinforcement Learning for Weakly-Supervised Prostate Segmentation in TRUS Images

Weixi Yi, Vasilis Stavrinides, Zachary M. C. Baum +5

We propose Boundary-RL, a novel weakly supervised segmentation method that utilises only patch-level labels for training. We envision the segmentation as a boundary detection probl…

cs.CV2023★ 1 cited

Privileged Anatomical and Protocol Discrimination in Trackerless 3D Ultrasound Reconstruction

Qi Li, Ziyi Shen, Qian Li +5

Three-dimensional (3D) freehand ultrasound (US) reconstruction without using any additional external tracking device has seen recent advances with deep neural networks (DNNs). In t…

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