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G. Quellec

38 papers hereh-index 397.4k citations166 works total

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

author position
  • sole author1
  • first author4
  • middle author19
  • last author13

Across the 37 of 38 papers where every author was matched, so the position is known.

fields
  • cs.CV15
  • eess.IV15
  • cs.CR3
  • cs.CL2
  • cs.LG2
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedDeep image mining for diabetic retinopathy screening

526 citations · 783 across the 36 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020★ 82 cited

ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis

Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard +3

In recent years, Artificial Intelligence (AI) has proven its relevance for medical decision support. However, the "black-box" nature of successful AI algorithms still holds back th…

eess.IV2020

Two-stage multi-scale breast mass segmentation for full mammogram analysis without user intervention

Yutong Yan, Pierre-Henri Conze, Gwenolé Quellec +3

Mammography is the primary imaging modality used for early detection and diagnosis of breast cancer. X-ray mammogram analysis mainly refers to the localization of suspicious region…

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