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American Journal of Neuroradiology

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

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  • Artificial Intelligence
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    Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging
    Shaojie Chang, John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Emily K. Koons, Matthew L. Carlson, Cynthia H. McCollough and Shuai Leng
    American Journal of Neuroradiology June 2025, 46 (6) 1188-1195; DOI: https://doi.org/10.3174/ajnr.A8572
  • EDITOR'S CHOICEArtificial Intelligence
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    Enhancing Lesion Detection in Inflammatory Myelopathies: A Deep Learning–Reconstructed Double Inversion Recovery MRI Approach
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    American Journal of Neuroradiology June 2025, 46 (6) 1180-1187; DOI: https://doi.org/10.3174/ajnr.A8582

    This observational study compared the acquisition time, image quality, diagnostic confidence, and lesion detection rates among sagittal T2WI, standard DIR, and DL-reconstructed DIR in patients with inflammatory myelopathies. It was found that DL-reconstructed DIR significantly reduced acquisition time and improved image quality. DL-reconstructed DIR also improved lesion detection, showing superior diagnostic performance in inflammatory myelopathies without compromising diagnostic confidence.

  • ARTIFICIAL INTELLIGENCE
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    Ultra-High-Resolution Photon-Counting-Detector CT with a Dedicated Denoising Convolutional Neural Network for Enhanced Temporal Bone Imaging
    Shaojie Chang, John C. Benson, John I. Lane, Michael R. Bruesewitz, Joseph R. Swicklik, Jamison E. Thorne, Emily K. Koons, Matthew L. Carlson, Cynthia H. McCollough and Shuai Leng
    American Journal of Neuroradiology May 2025, DOI: https://doi.org/10.3174/ajnr.A8572
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    Empowering Data Sharing in Neuroscience: A Deep Learning Deidentification Method for Pediatric Brain MRIs
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    American Journal of Neuroradiology May 2025, 46 (5) 964-972; DOI: https://doi.org/10.3174/ajnr.A8581
  • Artificial Intelligence
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    Accuracy of an nnUNet Neural Network for the Automatic Segmentation of Intracranial Aneurysms, Their Parent Vessels, and Major Cerebral Arteries from MRI-TOF
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    American Journal of Neuroradiology May 2025, 46 (5) 956-963; DOI: https://doi.org/10.3174/ajnr.A8607
  • ARTIFICIAL INTELLIGENCE
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    Enhancing Lesion Detection in Inflammatory Myelopathies: A Deep Learning–Reconstructed Double Inversion Recovery MRI Approach
    Qiang Fang, Qing Yang, Bao Wang, Bing Wen, Guangrun Xu and Jingzhen He
    American Journal of Neuroradiology May 2025, DOI: https://doi.org/10.3174/ajnr.A8582
  • ARTIFICIAL INTELLIGENCE
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    Accuracy of an nnUNet Neural Network for the Automatic Segmentation of Intracranial Aneurysms, Their Parent Vessels, and Major Cerebral Arteries from MRI-TOF
    Elisa Colombo, Mathijs de Boer, Lambertus Bartels, Luca Regli and Tristan van Doormaal
    American Journal of Neuroradiology April 2025, DOI: https://doi.org/10.3174/ajnr.A8607
  • ARTIFICIAL INTELLIGENCE
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    Empowering Data Sharing in Neuroscience: A Deep Learning Deidentification Method for Pediatric Brain MRIs
    Ariana M. Familiar, Neda Khalili, Nastaran Khalili, Cassidy Schuman, Evan Grove, Karthik Viswanathan, Jakob Seidlitz, Aaron Alexander-Bloch, Anna Zapaishchykova, Benjamin H. Kann, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Anahita Fathi Kazerooni and Ali Nabavizadeh
    American Journal of Neuroradiology April 2025, DOI: https://doi.org/10.3174/ajnr.A8581
  • Artificial Intelligence
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    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
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    Data-Driven Prognostication in Distal Medium Vessel Occlusions Using Explainable Machine Learning
    Mert Karabacak, Burak Berksu Ozkara, Tobias D. Faizy, Trevor Hardigan, Jeremy J. Heit, Dhairya A. Lakhani, Konstantinos Margetis, J. Mocco, Kambiz Nael, Max Wintermark and Vivek S. Yedavalli
    American Journal of Neuroradiology April 2025, 46 (4) 725-732; DOI: https://doi.org/10.3174/ajnr.A8547

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