Interinstitutional Portability of a Deep Learning Brain MRI Lesion Segmentation Algorithm

Andreas M. Rauschecker, Tyler Gleason, Pierre Nedelec, Michael Tran Duong, Evan Calabrese, John B. Colby, Leo P. Sugrue, Jeffrey D. Rudie, Christopher P. Hess

Radiology Artificial Intelligence · 2021 · 28 citations · 17 references

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Abstract

For brain MRI lesion segmentation, adding a modest amount of relevant training data from an external institution to a previously trained model supported successful application of the model to this external institution.<b>Keywords:</b> Neural Networks, Brain/Brain Stem, Segmentation <i>Supplemental material is available for this article.</i> © RSNA, 2021.

References

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