Multi-modal AI for comprehensive breast cancer prognostication.

Witowski J, Zeng KG, Cappadona J, Elayoubi J, Choucair K, Chiru ED, Chan N, Kang YJ, Howard F, Ostrovnaya I, Fernandez-Granda C, Schnabel F, Steinsnyder Z, Ozerdem U, Liu K, Abdulsattar W, Zong Y, Daoud L, Beydoun R, Saad AM, Thakore N, Sadic M, Yeung F, Liu E, Hill T, Swett B, Rigau D, Clayburn AJ, Speirs V, Vetter M, Sojak L, Muenst S, Baumhoer D, Pan JW, Makmur H, Teo SH, Pak LM, Angel V, Zilenaite-Petrulaitiene D, Laurinavicius A, Klar N, Piening BD, Bifulco C, Jun SY, Yi JP, Lim SH, Brufsky A, Esteva FJ, Pusztai L, LeCun Y, Geras KJ.

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DOI: 10.1038/s41467-026-73088-y
Published: 2026-05-20
Container: Nat Commun
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-73088-y,
  title = {Multi-modal AI for comprehensive breast cancer prognostication.},
  author = {Witowski J and  Zeng KG and  Cappadona J and  Elayoubi J and  Choucair K and  Chiru ED and  Chan N and  Kang YJ and  Howard F and  Ostrovnaya I and  Fernandez-Granda C and  Schnabel F and  Steinsnyder Z and  Ozerdem U and  Liu K and  Abdulsattar W and  Zong Y and  Daoud L and  Beydoun R and  Saad AM and  Thakore N and  Sadic M and  Yeung F and  Liu E and  Hill T and  Swett B and  Rigau D and  Clayburn AJ and  Speirs V and  Vetter M and  Sojak L and  Muenst S and  Baumhoer D and  Pan JW and  Makmur H and  Teo SH and  Pak LM and  Angel V and  Zilenaite-Petrulaitiene D and  Laurinavicius A and  Klar N and  Piening BD and  Bifulco C and  Jun SY and  Yi JP and  Lim SH and  Brufsky A and  Esteva FJ and  Pusztai L and  LeCun Y and  Geras KJ.},
  year = {2026},
  journal = {Nat Commun},
  doi = {10.1038/s41467-026-73088-y},
  url = {https://doi.org/10.1038/s41467-026-73088-y}
}

RIS

TY  - JOUR
TI  - Multi-modal AI for comprehensive breast cancer prognostication.
AU  - Witowski J
AU  -  Zeng KG
AU  -  Cappadona J
AU  -  Elayoubi J
AU  -  Choucair K
AU  -  Chiru ED
AU  -  Chan N
AU  -  Kang YJ
AU  -  Howard F
AU  -  Ostrovnaya I
AU  -  Fernandez-Granda C
AU  -  Schnabel F
AU  -  Steinsnyder Z
AU  -  Ozerdem U
AU  -  Liu K
AU  -  Abdulsattar W
AU  -  Zong Y
AU  -  Daoud L
AU  -  Beydoun R
AU  -  Saad AM
AU  -  Thakore N
AU  -  Sadic M
AU  -  Yeung F
AU  -  Liu E
AU  -  Hill T
AU  -  Swett B
AU  -  Rigau D
AU  -  Clayburn AJ
AU  -  Speirs V
AU  -  Vetter M
AU  -  Sojak L
AU  -  Muenst S
AU  -  Baumhoer D
AU  -  Pan JW
AU  -  Makmur H
AU  -  Teo SH
AU  -  Pak LM
AU  -  Angel V
AU  -  Zilenaite-Petrulaitiene D
AU  -  Laurinavicius A
AU  -  Klar N
AU  -  Piening BD
AU  -  Bifulco C
AU  -  Jun SY
AU  -  Yi JP
AU  -  Lim SH
AU  -  Brufsky A
AU  -  Esteva FJ
AU  -  Pusztai L
AU  -  LeCun Y
AU  -  Geras KJ.
PY  - 2026
JO  - Nat Commun
DO  - 10.1038/s41467-026-73088-y
UR  - https://doi.org/10.1038/s41467-026-73088-y
ER  -

APA

J, W., KG, Z., J, C., J, E., K, C., ED, C., N, C., YJ, K., F, H., I, O., C, F., F, S., Z, S., U, O., K, L., W, A., Y, Z., L, D., R, B., AM, S., N, T., M, S., F, Y., E, L., T, H., B, S., D, R., AJ, C., V, S., M, V., L, S., S, M., D, B., JW, P., H, M., SH, T., LM, P., V, A., D, Z., A, L., N, K., BD, P., C, B., SY, J., JP, Y., SH, L., A, B., FJ, E., L, P., Y, L., & KJ., G. (2026). Multi-modal AI for comprehensive breast cancer prognostication.. Nat Commun. https://doi.org/10.1038/s41467-026-73088-y

Source records

europe-pmc · retrieved 2026-09-27T06:01:29.230Z
doaj · retrieved 2026-09-27T06:01:29.248Z