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Optimizing Acute Stroke Segmentation on MRI Using Deep Learning: Self-Configuring Neural Networks Provide High Performance Using Only DWI Sequences

Peter Kamel, Adway Kanhere, Pranav Kulkarni, Mazhar Khalid, Rachel Steger, Uttam K. Bodanapally, Dheeraj Gandhi, Vishwa S. Parekh, Paul H. Yi

Journal of Imaging Informatics in Medicine · 2024 · 11 citations · 15 references

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15

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods · 2020 · 8.6K citations · Full text

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Thrombectomy 6 to 24 Hours after Stroke with a Mismatch between Deficit and Infarct

Raul G. Nogueira, Ashutosh P. Jadhav, Diogo C Haussen et al. · New England Journal of Medicine · 2017 · 5.5K citations · Full text

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Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging

Gregory W. Albers, Michael P. Marks, Stephanie Kemp et al. · New England Journal of Medicine · 2018 · 4.8K citations · Full text

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Acute human stroke studied by whole brain echo planar diffusion‐weighted magnetic resonance imaging

Steven Warach, Jochen Gaa, Bettina Siewert et al. · Annals of Neurology · 1995 · 1K citations

, , +17

Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks

Liang Chen, Paul Bentley, Daniel Rueckert · NeuroImage Clinical · 2017 · 333 citations · Full text

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