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Sophia Bano

17 papers hereh-index 201.3k citations57 works total

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

author position
  • first author4
  • middle author7
  • last author3

Across the 14 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • eess.IV6
same name
  • Sophia Bano — 22 papers, h 8
  • Sophia Bano — 1 paper, h 1

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
20192024
most citedDeep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

172 citations · 377 across the 17 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

2 papers · 2 filters

cs.CV2022★ 17 cited

Biomedical image analysis competitions: The state of current participation practice

Matthias Eisenmann, Annika Reinke, Vivienn Weru +352

The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…

cs.CV2022★ 2 cited

Retrieval of surgical phase transitions using reinforcement learning

Yitong Zhang, Sophia Bano, Ann-Sophie Page +3

In minimally invasive surgery, surgical workflow segmentation from video analysis is a well studied topic. The conventional approach defines it as a multi-class classification prob…

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