Knowledge graph-guided multiple sclerosis identification and therapeutic trend analysis: Real-world evidence from two large healthcare systems.

Gan Z, Zhu W, Tang W, Sweet SM, Morris M, Han Y, Chen C, Lu J, Song E, Moro M, Visweswaran S, Cai T, Chitnis T, Cai T, Xia Z

Open source

DOI: 10.1371/journal.pdig.0001554
Published: 2026 Aug
Container: PLOS digital health
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1371/journal.pdig.0001554,
  title = {Knowledge graph-guided multiple sclerosis identification and therapeutic trend analysis: Real-world evidence from two large healthcare systems.},
  author = {Gan Z and Zhu W and Tang W and Sweet SM and Morris M and Han Y and Chen C and Lu J and Song E and Moro M and Visweswaran S and Cai T and Chitnis T and Cai T and Xia Z},
  year = {2026},
  journal = {PLOS digital health},
  doi = {10.1371/journal.pdig.0001554},
  url = {https://doi.org/10.1371/journal.pdig.0001554}
}

RIS

TY  - JOUR
TI  - Knowledge graph-guided multiple sclerosis identification and therapeutic trend analysis: Real-world evidence from two large healthcare systems.
AU  - Gan Z
AU  - Zhu W
AU  - Tang W
AU  - Sweet SM
AU  - Morris M
AU  - Han Y
AU  - Chen C
AU  - Lu J
AU  - Song E
AU  - Moro M
AU  - Visweswaran S
AU  - Cai T
AU  - Chitnis T
AU  - Cai T
AU  - Xia Z
PY  - 2026
JO  - PLOS digital health
DO  - 10.1371/journal.pdig.0001554
UR  - https://doi.org/10.1371/journal.pdig.0001554
ER  -

APA

Z, G., W, Z., W, T., SM, S., M, M., Y, H., C, C., J, L., E, S., M, M., S, V., T, C., T, C., T, C., & Z, X. (2026). Knowledge graph-guided multiple sclerosis identification and therapeutic trend analysis: Real-world evidence from two large healthcare systems.. PLOS digital health. https://doi.org/10.1371/journal.pdig.0001554

Source records

pubmed · retrieved 2026-09-27T09:47:01.128Z