Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

Xu W, Chan HP, Li L, Aljunied M, Yuan R, Wang J, Xiao C, Chen G, Liu C, Li Z, Sun Y, Shen J, Wang C, Hu C, Pan S, Tan J, Xu T, Zhao D, Zhang H, Rong Y

Open source

DOI: 10.1109/tpami.2026.3730310
Published: 2026 Sep 2
Container: IEEE transactions on pattern analysis and machine intelligence
Publisher: Not recorded
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1109/tpami.2026.3730310,
  title = {Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.},
  author = {Xu W and Chan HP and Li L and Aljunied M and Yuan R and Wang J and Xiao C and Chen G and Liu C and Li Z and Sun Y and Shen J and Wang C and Hu C and Pan S and Tan J and Xu T and Zhao D and Zhang H and Rong Y},
  year = {2026},
  journal = {IEEE transactions on pattern analysis and machine intelligence},
  doi = {10.1109/tpami.2026.3730310},
  url = {https://doi.org/10.1109/tpami.2026.3730310}
}

RIS

TY  - JOUR
TI  - Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.
AU  - Xu W
AU  - Chan HP
AU  - Li L
AU  - Aljunied M
AU  - Yuan R
AU  - Wang J
AU  - Xiao C
AU  - Chen G
AU  - Liu C
AU  - Li Z
AU  - Sun Y
AU  - Shen J
AU  - Wang C
AU  - Hu C
AU  - Pan S
AU  - Tan J
AU  - Xu T
AU  - Zhao D
AU  - Zhang H
AU  - Rong Y
PY  - 2026
JO  - IEEE transactions on pattern analysis and machine intelligence
DO  - 10.1109/tpami.2026.3730310
UR  - https://doi.org/10.1109/tpami.2026.3730310
ER  -

APA

W, X., HP, C., L, L., M, A., R, Y., J, W., C, X., G, C., C, L., Z, L., Y, S., J, S., C, W., C, H., S, P., J, T., T, X., D, Z., H, Z., & Y, R. (2026). Lingshu: Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.. IEEE transactions on pattern analysis and machine intelligence. https://doi.org/10.1109/tpami.2026.3730310

Source records

pubmed · retrieved 2026-09-25T01:28:56.820Z