A generalist precision medication framework using temporal causal inference based on treatment-free physiological profiles.

Deng Z, Wu W, Zhang C, Zhao X, Pu M, Bu Y, Liao Y, Wang C, Yang J, Wang Y, Wang J

Open source

DOI: 10.1038/s41467-026-73238-2
Published: 2026 May 18
Container: Nature communications
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-73238-2,
  title = {A generalist precision medication framework using temporal causal inference based on treatment-free physiological profiles.},
  author = {Deng Z and Wu W and Zhang C and Zhao X and Pu M and Bu Y and Liao Y and Wang C and Yang J and Wang Y and Wang J},
  year = {2026},
  journal = {Nature communications},
  doi = {10.1038/s41467-026-73238-2},
  url = {https://doi.org/10.1038/s41467-026-73238-2}
}

RIS

TY  - JOUR
TI  - A generalist precision medication framework using temporal causal inference based on treatment-free physiological profiles.
AU  - Deng Z
AU  - Wu W
AU  - Zhang C
AU  - Zhao X
AU  - Pu M
AU  - Bu Y
AU  - Liao Y
AU  - Wang C
AU  - Yang J
AU  - Wang Y
AU  - Wang J
PY  - 2026
JO  - Nature communications
DO  - 10.1038/s41467-026-73238-2
UR  - https://doi.org/10.1038/s41467-026-73238-2
ER  -

APA

Z, D., W, W., C, Z., X, Z., M, P., Y, B., Y, L., C, W., J, Y., Y, W., & J, W. (2026). A generalist precision medication framework using temporal causal inference based on treatment-free physiological profiles.. Nature communications. https://doi.org/10.1038/s41467-026-73238-2

Source records

pubmed · retrieved 2026-09-25T16:51:43.826Z
europe-pmc · retrieved 2026-09-25T16:51:43.843Z
doaj · retrieved 2026-09-25T16:51:43.830Z