Evaluating the efficacy of a federated AI algorithm in assisting in the detection and segmentation of brain metastases: limitations and opportunities

Eyub Y Akdemir; Alonso N Gutierrez; Yanjia Zhang; Sreenija Yarlagadda; Selin Gurdikyan; Joseph DiStefano; D Jay Wieczorek; Yongsook C Lee; Ranjini Tolakanahalli; Matthew D Hall; Robert H Press; Michael W McDermott; Evan D Bander; Wan-Yuo Guo; Ethan Tu; Minesh P Mehta; Rupesh Kotecha

doi:10.1007/s11060-025-05294-5

Evaluating the efficacy of a federated AI algorithm in assisting in the detection and segmentation of brain metastases: limitations and opportunities

Eyub Y Akdemir
, Alonso N Gutierrez
, Yanjia Zhang
, Sreenija Yarlagadda
, Selin Gurdikyan
, Joseph DiStefano
, D Jay Wieczorek
, Yongsook C Lee
, Ranjini Tolakanahalli
, Matthew D Hall
, Robert H Press
, Michael W McDermott
, Evan D Bander
, Wan-Yuo Guo
, Ethan Tu
, Minesh P Mehta
, Rupesh Kotecha

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	70
Journal	Journal of Neuro-Oncology
Volume	176
Issue number	1
DOIs	https://doi.org/10.1007/s11060-025-05294-5
State	Published - Nov 5 2025

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10.1007/s11060-025-05294-5

Cite this

Akdemir, E. Y., Gutierrez, A. N., Zhang, Y., Yarlagadda, S., Gurdikyan, S., DiStefano, J., Wieczorek, D. J., Lee, Y. C., Tolakanahalli, R., Hall, M. D., Press, R. H., McDermott, M. W., Bander, E. D., Guo, W.-Y., Tu, E., Mehta, M. P., & Kotecha, R. (2025). Evaluating the efficacy of a federated AI algorithm in assisting in the detection and segmentation of brain metastases: limitations and opportunities. Journal of Neuro-Oncology, 176(1), 70. https://doi.org/10.1007/s11060-025-05294-5

Akdemir, EY, Gutierrez, AN, Zhang, Y, Yarlagadda, S, Gurdikyan, S, DiStefano, J, Wieczorek, DJ, Lee, YC, Tolakanahalli, R, Hall, MD, Press, RH, McDermott, MW, Bander, ED, Guo, W-Y, Tu, E, Mehta, MP & Kotecha, R 2025, 'Evaluating the efficacy of a federated AI algorithm in assisting in the detection and segmentation of brain metastases: limitations and opportunities', Journal of Neuro-Oncology, vol. 176, no. 1, pp. 70. https://doi.org/10.1007/s11060-025-05294-5

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AU - Yarlagadda, Sreenija

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AU - DiStefano, Joseph

AU - Wieczorek, D Jay

AU - Lee, Yongsook C

AU - Tolakanahalli, Ranjini

AU - Hall, Matthew D

AU - Press, Robert H

AU - McDermott, Michael W

AU - Bander, Evan D

AU - Guo, Wan-Yuo

AU - Tu, Ethan

AU - Mehta, Minesh P

AU - Kotecha, Rupesh

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