Context is all you need: A causal framework for governing bias in clinical AI

Alon Gorenshtein, Mahmud Omar, Yiftach Barash, Girish N. Nadkarni, Eyal Klang

Open source

DOI: 10.1371/journal.pdig.0001819
Published: 2026-11-06
Container: PLOS Digital Health
Publisher: Public Library of Science (PLoS)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pdig.0001819,
  title = {Context is all you need: A causal framework for governing bias in clinical AI},
  author = {Alon Gorenshtein and Mahmud Omar and Yiftach Barash and Girish N. Nadkarni and Eyal Klang},
  year = {2026},
  journal = {PLOS Digital Health},
  doi = {10.1371/journal.pdig.0001819},
  url = {https://doi.org/10.1371/journal.pdig.0001819}
}

RIS

TY  - JOUR
TI  - Context is all you need: A causal framework for governing bias in clinical AI
AU  - Alon Gorenshtein
AU  - Mahmud Omar
AU  - Yiftach Barash
AU  - Girish N. Nadkarni
AU  - Eyal Klang
PY  - 2026
JO  - PLOS Digital Health
DO  - 10.1371/journal.pdig.0001819
UR  - https://doi.org/10.1371/journal.pdig.0001819
ER  -

APA

Gorenshtein, A., Omar, M., Barash, Y., Nadkarni, G. N., & Klang, E. (2026). Context is all you need: A causal framework for governing bias in clinical AI. PLOS Digital Health. https://doi.org/10.1371/journal.pdig.0001819

Source records

crossref · retrieved 2026-11-08T14:54:47.277Z