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researcher

Jim Winkens

6 papers hereh-index 101.9k citations13 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedDoes Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions

76 citations · 200 across the 6 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.CV2022★ 32 cited

Robust and Efficient Medical Imaging with Self-Supervision

Shekoofeh Azizi, Laura Culp, Jan Freyberg +31

Recent progress in Medical Artificial Intelligence (AI) has delivered systems that can reach clinical expert level performance. However, such systems tend to demonstrate sub-optima…

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