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Joseph Jacob

15 papers hereh-index 111.4k citations30 works total

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

author position
  • middle author5
  • last author10

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • eess.IV8
  • cs.CV6
  • cs.LG1
same name
  • Joseph Jacob — 3 papers
  • Joseph Jacob — 2 papers, h 2
  • Joseph Jacob — 2 papers, h 4
  • Joseph Jacob — 1 paper, h 4
  • Joseph Jacob — 1 paper, h 1
  • Joseph Jacob — 1 paper, h 13

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
20202024
most citedInterpolation-Split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance

19 citations · 36 across the 13 of their papers we have counts for

collaborators
Showing 2020 · cs.CVShow all

2 papers · 2 filters

cs.CV2020★ 2 cited

Learning To Pay Attention To Mistakes

Mou-Cheng Xu, Neil P. Oxtoby, Daniel C. Alexander +1

In convolutional neural network based medical image segmentation, the periphery of foreground regions representing malignant tissues may be disproportionately assigned as belonging…

cs.CV2020

Disentangling Human Error from the Ground Truth in Segmentation of Medical Images

Le Zhang, Ryutaro Tanno, Mou-Cheng Xu +5

Recent years have seen increasing use of supervised learning methods for segmentation tasks. However, the predictive performance of these algorithms depends on the quality of label…

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