Yoav Wald

Faculty Fellow


first.last AT nyu.edu


Center for Data Science

NYU



AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation


Journal article


Shalmali Joshi, Iñigo Urteaga, Wouter A C van Amsterdam, George Hripcsak, Pierre Elias, Benjamin Recht, Noémie Elhadad, James Fackler, Mark P Sendak, Jenna Wiens, Kaivalya Deshpande, Yoav Wald, Madalina Fiterau, Zachary Lipton, Daniel Malinsky, Madhur Nayan, Hongseok Namkoong, Soojin Park, Julia E Vogt, Rajesh Ranganath
Journal of the American Medical Informatics Association, ocae301, 2025

Cite

Cite

APA   Click to copy
Joshi, S., Urteaga, I., van Amsterdam, W. A. C., Hripcsak, G., Elias, P., Recht, B., … Ranganath, R. (2025). AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation. Journal of the American Medical Informatics Association, ocae301.


Chicago/Turabian   Click to copy
Joshi, Shalmali, Iñigo Urteaga, Wouter A C van Amsterdam, George Hripcsak, Pierre Elias, Benjamin Recht, Noémie Elhadad, et al. “AI as an Intervention: Improving Clinical Outcomes Relies on a Causal Approach to AI Development and Validation.” Journal of the American Medical Informatics Association ocae301 (2025).


MLA   Click to copy
Joshi, Shalmali, et al. “AI as an Intervention: Improving Clinical Outcomes Relies on a Causal Approach to AI Development and Validation.” Journal of the American Medical Informatics Association, vol. ocae301, 2025.


BibTeX   Click to copy

@article{shalmali2025a,
  title = {AI as an intervention: improving clinical outcomes relies on a causal approach to AI development and validation},
  year = {2025},
  journal = {Journal of the American Medical Informatics Association},
  volume = {ocae301},
  author = {Joshi, Shalmali and Urteaga, Iñigo and van Amsterdam, Wouter A C and Hripcsak, George and Elias, Pierre and Recht, Benjamin and Elhadad, Noémie and Fackler, James and Sendak, Mark P and Wiens, Jenna and Deshpande, Kaivalya and Wald, Yoav and Fiterau, Madalina and Lipton, Zachary and Malinsky, Daniel and Nayan, Madhur and Namkoong, Hongseok and Park, Soojin and Vogt, Julia E and Ranganath, Rajesh}
}



Tools
Translate to