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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleArtificial Intelligence

Comprehensive Segmentation of Gray Matter Structures on T1-Weighted Brain MRI: A Comparative Study of Convolutional Neural Network, Convolutional Neural Network Hybrid-Transformer or -Mamba Architectures

Yujia Wei, Jaidip Manikrao Jagtap, Yashbir Singh, Bardia Khosravi, Jason Cai, Jeffrey L. Gunter and Bradley J. Erickson
American Journal of Neuroradiology April 2025, 46 (4) 742-749; DOI: https://doi.org/10.3174/ajnr.A8544
Yujia Wei
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Jaidip Manikrao Jagtap
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Yashbir Singh
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Bardia Khosravi
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Jason Cai
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Jeffrey L. Gunter
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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Bradley J. Erickson
aFrom the Department of Radiology, Mayo Clinic, Rochester, Minnesota
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American Journal of Neuroradiology: 46 (4)
American Journal of Neuroradiology
Vol. 46, Issue 4
1 Apr 2025
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Cite this article
Yujia Wei, Jaidip Manikrao Jagtap, Yashbir Singh, Bardia Khosravi, Jason Cai, Jeffrey L. Gunter, Bradley J. Erickson
Comprehensive Segmentation of Gray Matter Structures on T1-Weighted Brain MRI: A Comparative Study of Convolutional Neural Network, Convolutional Neural Network Hybrid-Transformer or -Mamba Architectures
American Journal of Neuroradiology Apr 2025, 46 (4) 742-749; DOI: 10.3174/ajnr.A8544

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Gray Matter Segmentation: CNN vs Hybrid Models
Yujia Wei, Jaidip Manikrao Jagtap, Yashbir Singh, Bardia Khosravi, Jason Cai, Jeffrey L. Gunter, Bradley J. Erickson
American Journal of Neuroradiology Apr 2025, 46 (4) 742-749; DOI: 10.3174/ajnr.A8544
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