Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears.

Singi S, Sun S, Yin Z, Gupta R, Webb DC, Bilal KH, Dilip D, Wang L, Kumar N, Nanda S, Sanchez N, Cleave JGV, Fried B, Paulsen S, Yan ES, Kamali A, Sarkar A, Manzo A, Baik J, Isgor IS, Colorado-Jimenez C, Cardillo A, Boiocchi L, Syed A, Kim D, Kezlarian-Sachs B, Fenelus M, Chan A, Yabe M, McCash SI, Zhu M, Mantha S, Ardon O, McVoy L, Xiao W, Roshal M, Lin O, Dogan A, Carmichael I, Vanderbilt C, Goldgof GM

Open source

DOI: 10.1038/s43856-026-01558-x
Published: 2026 Apr 15
Container: Communications medicine
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s43856-026-01558-x,
  title = {Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears.},
  author = {Singi S and Sun S and Yin Z and Gupta R and Webb DC and Bilal KH and Dilip D and Wang L and Kumar N and Nanda S and Sanchez N and Cleave JGV and Fried B and Paulsen S and Yan ES and Kamali A and Sarkar A and Manzo A and Baik J and Isgor IS and Colorado-Jimenez C and Cardillo A and Boiocchi L and Syed A and Kim D and Kezlarian-Sachs B and Fenelus M and Chan A and Yabe M and McCash SI and Zhu M and Mantha S and Ardon O and McVoy L and Xiao W and Roshal M and Lin O and Dogan A and Carmichael I and Vanderbilt C and Goldgof GM},
  year = {2026},
  journal = {Communications medicine},
  doi = {10.1038/s43856-026-01558-x},
  url = {https://doi.org/10.1038/s43856-026-01558-x}
}

RIS

TY  - JOUR
TI  - Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears.
AU  - Singi S
AU  - Sun S
AU  - Yin Z
AU  - Gupta R
AU  - Webb DC
AU  - Bilal KH
AU  - Dilip D
AU  - Wang L
AU  - Kumar N
AU  - Nanda S
AU  - Sanchez N
AU  - Cleave JGV
AU  - Fried B
AU  - Paulsen S
AU  - Yan ES
AU  - Kamali A
AU  - Sarkar A
AU  - Manzo A
AU  - Baik J
AU  - Isgor IS
AU  - Colorado-Jimenez C
AU  - Cardillo A
AU  - Boiocchi L
AU  - Syed A
AU  - Kim D
AU  - Kezlarian-Sachs B
AU  - Fenelus M
AU  - Chan A
AU  - Yabe M
AU  - McCash SI
AU  - Zhu M
AU  - Mantha S
AU  - Ardon O
AU  - McVoy L
AU  - Xiao W
AU  - Roshal M
AU  - Lin O
AU  - Dogan A
AU  - Carmichael I
AU  - Vanderbilt C
AU  - Goldgof GM
PY  - 2026
JO  - Communications medicine
DO  - 10.1038/s43856-026-01558-x
UR  - https://doi.org/10.1038/s43856-026-01558-x
ER  -

APA

S, S., S, S., Z, Y., R, G., DC, W., KH, B., D, D., L, W., N, K., S, N., N, S., JGV, C., B, F., S, P., ES, Y., A, K., A, S., A, M., J, B., IS, I., C, C., A, C., L, B., A, S., D, K., B, K., M, F., A, C., M, Y., SI, M., M, Z., S, M., O, A., L, M., W, X., M, R., O, L., A, D., I, C., C, V., & GM, G. (2026). Interpretable multiple instance learning for hematologic diagnosis from peripheral blood smears.. Communications medicine. https://doi.org/10.1038/s43856-026-01558-x

Source records

pubmed · retrieved 2026-09-26T06:08:34.769Z