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J. Gichoya

32 papers hereh-index 201.9k citations118 works total

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

author position
  • first author2
  • middle author21
  • last author9

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • eess.IV12
  • cs.CV11
  • cs.CY3
  • cs.CL2
  • cs.AI1
  • cs.LG1
same name
  • J. Gichoya — 6 papers, h 8
  • J. Gichoya — 3 papers, h 13
  • J. Gichoya — 1 paper, h 2
  • J. Gichoya — 1 paper, h 16

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
20182025
most citedReading Race: AI Recognises Patient's Racial Identity In Medical Images

568 citations · 751 across the 32 of their papers we have counts for

collaborators
Showing cs.CYShow all

3 papers · 1 filter

cs.CY2023

The Limits of Fair Medical Imaging AI In The Wild

Yuzhe Yang, Haoran Zhang, Judy W Gichoya +2

As artificial intelligence (AI) rapidly approaches human-level performance in medical imaging, it is crucial that it does not exacerbate or propagate healthcare disparities. Prior…

cs.CY2020★ 2 cited

Artificial Intelligence for Global Health: Learning From a Decade of Digital Transformation in Health Care

Varoon Mathur, Saptarshi Purkayastha, Judy Wawira Gichoya

The health needs of those living in resource-limited settings are a vastly overlooked and understudied area in the intersection of machine learning (ML) and health care. While the…

cs.CY2018★ 16 cited

Phronesis of AI in radiology: Superhuman meets natural stupidity

Judy W. Gichoya, Siddhartha Nuthakki, Pallavi G. Maity +1

Advances in AI in the last decade have clearly made economists, politicians, journalists, and citizenry in general believe that the machines are coming to take human jobs. We revie…

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