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East and North Hertfordshire NHS Trust

United Kingdom

1 paper here78 citations across 1
fields
  • q-bio.QM1
ROR 02ryc4y44OpenAlex

affiliations via OpenAlex

most citedOn Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning

78 citations

researchers with a paper here
  • A. Agarossi1 · h 8
  • Ahmed A. Hamoud1 · h 16
  • Honghan Wu1 · h 26
  • Lukas Stappen1 · h 18
  • R. Dobson1 · h 54
  • Zina M. Ibrahim1 · h 18
collaborating institutions
  • Health Data Research UKGB1 paper
  • King's College LondonGB1 paper
  • Luigi Sacco HospitalIT1 paper
  • University College LondonGB1 paper
  • University of AugsburgDE1 paper
  • University of EdinburghGB1 paper

1 paper

q-bio.QM2019★ 78 cited

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning

Zina Ibrahim, Honghan Wu, Ahmed Hamoud +3

Current machine learning models aiming to predict sepsis from Electronic Health Records (EHR) do not account for the heterogeneity of the condition, despite its emerging importance…

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