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Geotechnical Consulting Group (United Kingdom)

United Kingdom

1 paper here7 citations across 1
fields
  • cs.LG1
ROR 04fcd0528OpenAlex

affiliations via OpenAlex

most citedSample Selection Bias in Machine Learning for Healthcare

7 citations

researchers with a paper here
  • Achille Salaün1 · h 2
  • David A. Clifton1 · h 6
  • G. Nigam1 · h 1
  • H. Lu1 · h 2
  • Kim Branson1 · h 6
  • Lei A. Clifton1 · h 23
  • Patrick Schwab1 · h 6
  • Vinod Kumar Chauhan1 · h 12
collaborating institutions
  • Age UKGB1 paper
  • Science OxfordGB1 paper
  • Suzhou Research InstituteCN1 paper
  • University of OxfordGB1 paper
  • University of StrathclydeGB1 paper

1 paper

cs.LG2024★ 7 cited

Sample Selection Bias in Machine Learning for Healthcare

Vinod Kumar Chauhan, Lei Clifton, Achille Salaün +5

While machine learning algorithms hold promise for personalised medicine, their clinical adoption remains limited, partly due to biases that can compromise the reliability of predi…

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