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DeepISLES - Standalone software with GUI

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 09 Jan 2025Publisher:Zenodo
Authors: de la Rosa, Ezequiel; Reyes, Mauricio; Liew, Sook-Lei; Hutton, Alexandre; Wiest, Roland; Kaesmacher, Johannes; Hanning, Uta; +52 Authors

doi: 10.5281/zenodo.14623728 , 10.5281/zenodo.14628661 , 10.5281/zenodo.14647829 , 10.5281/zenodo.14623727

DeepISLES - Standalone software with GUI

Abstract

Standalone version of DeepISLES including a graphical-user-interface. It allows single and batch mode MRI processing. DeepISLES is a state-of-the art stroke lesion segmentation in MRI. Source git repository: https://github.com/ezequieldlrosa/DeepIsles Linux-based. GPU required. If you use this tool, please cite the following publications: de la Rosa, E., Reyes, M., Liew, S. L., Hutton, A., Wiest, R., Kaesmacher, J., ... & Wiestler, B. (2024).A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.arXiv:2403.19425 Hernandez Petzsche, M. R., de la Rosa, E., Hanning, U., Wiest, R., Valenzuela, W., Reyes, M., ... & Kirschke, J. S. (2022).ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.Scientific Data, 9(1), 762

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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