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David A. Clifton

5 papers hereh-index 6179 citations15 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.IV1
same name
  • David A. Clifton — 8 papers, h 1
  • David A. Clifton — 7 papers, h 4
  • David A. Clifton — 7 papers, h 3
  • David A. Clifton — 7 papers, h 2
  • David A. Clifton — 5 papers, h 7
  • David A. Clifton — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedMine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels

22 citations · 38 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

eess.IV2022★ 22 cited

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels

Chenyu You, Weicheng Dai, Fenglin Liu +6

Recent studies on contrastive learning have achieved remarkable performance solely by leveraging few labels in the context of medical image segmentation. Existing methods mainly fo…

cs.LG2022★ 6 cited

Deep Reinforcement Learning for Multi-class Imbalanced Training

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue +3

With the rapid growth of memory and computing power, datasets are becoming increasingly complex and imbalanced. This is especially severe in the context of clinical data, where the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.