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researcher

James A. Diao

9 papers hereh-index 161.4k citations47 works total

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

author position
  • first author2
  • middle author7

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • q-bio.QM3
  • cs.CV2
  • cs.AI1
  • cs.LG1
  • eess.IV1
  • q-bio.OT1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedImproving dermatology classifiers across populations using images generated by large diffusion models

19 citations · 50 across the 9 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

eess.IV2022★ 19 cited

Improving dermatology classifiers across populations using images generated by large diffusion models

Luke W. Sagers, James A. Diao, Matthew Groh +3

Dermatological classification algorithms developed without sufficiently diverse training data may generalize poorly across populations. While intentional data collection and annota…

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