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American Journal of Neuroradiology

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Identifying Patients with CSF-Venous Fistula Using Brain MRI: A Deep Learning Approach
Shahriar Faghani, Mana Moassefi, Ajay A. Madhavan, Ian T. Mark, Jared T. Verdoorn, Bradley J. Erickson and John C. Benson

American Journal of Neuroradiology February 2024, DOI: https://doi.org/10.3174/ajnr.A8173
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A Radiomic “Warning Sign” of Progression on Brain MRI in Individuals with MS
Brendan S. Kelly, Prateek Mathur, Gerard McGuinness, Henry Dillon, Edward H. Lee, Kristen W. Yeom, Aonghus Lawlor and Ronan P. Killeen

American Journal of Neuroradiology February 2024, 45 (2) 236-243; DOI: https://doi.org/10.3174/ajnr.A8104
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AI-Assisted Summarization of Radiologic Reports: Evaluating GPT3davinci, BARTcnn, LongT5booksum, LEDbooksum, LEDlegal, and LEDclinical
Aichi Chien, Hubert Tang, Bhavita Jagessar, Kai-wei Chang, Nanyun Peng, Kambiz Nael and Noriko Salamon

American Journal of Neuroradiology February 2024, 45 (2) 244-248; DOI: https://doi.org/10.3174/ajnr.A8102

This study quantitatively evaluated the performance of natural language processing models using real, longitudinal brain aneurysm imaging reports to objectively understand the strength and weakness of these new technologies.
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AI-Assisted Summarization of Radiological Reports: Evaluating GPT3davinci, BARTcnn, LongT5booksum, LEDbooksum, LEDlegal, and LEDclinical
Aichi Chien, Hubert Tang, Bhavita Jagessar, Kai-wei Chang, Nanyun Peng, Kambiz Nael and Noriko Salamon

American Journal of Neuroradiology January 2024, DOI: https://doi.org/10.3174/ajnr.A8102
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A Radiomic “Warning-Sign” of Progression on Brain MRI in Individuals with MS
Brendan S. Kelly, Prateek Mathur, Gerard McGuinness, Henry Dillon, Edward H. Lee, Kristen W. Yeom, Aonghus Lawlor and Ronan P. Killeen

American Journal of Neuroradiology January 2024, DOI: https://doi.org/10.3174/ajnr.A8104
EDITOR'S CHOICEArtificial Intelligence

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Brain Age Estimation on a Dementia Cohort Using FLAIR MRI Biomarkers
Owen Crystal, Pejman J. Maralani, Sandra Black, Corinne Fischer, Alan R. Moody and April Khademi

American Journal of Neuroradiology December 2023, 44 (12) 1384-1390; DOI: https://doi.org/10.3174/ajnr.A8059
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Predicting Antiseizure Medication Treatment in Children with Rare Tuberous Sclerosis Complex–Related Epilepsy Using Deep Learning
Haifeng Wang, Zhanqi Hu, Dian Jiang, Rongbo Lin, Cailei Zhao, Xia Zhao, Yihang Zhou, Yanjie Zhu, Hongwu Zeng, Dong Liang, Jianxiang Liao and Zhicheng Li

American Journal of Neuroradiology December 2023, 44 (12) 1373-1383; DOI: https://doi.org/10.3174/ajnr.A8053
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Deep Learning–Based Synthetic TOF-MRA Generation Using Time-Resolved MRA in Fast Stroke Imaging
Sung-Hye You, Yongwon Cho, Byungjun Kim, Kyung-Sook Yang, InSeong Kim, Bo Kyu Kim, Arim Pak and Sang Eun Park

American Journal of Neuroradiology December 2023, 44 (12) 1391-1398; DOI: https://doi.org/10.3174/ajnr.A8063
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Deep Learning–Based Synthetic TOF-MRA Generation Using Time-Resolved MRA in Fast Stroke Imaging
Sung-Hye You, Yongwon Cho, Byungjun Kim, Kyung-Sook Yang, InSeong Kim, Bo Kyu Kim, Arim Pak and Sang Eun Park

American Journal of Neuroradiology November 2023, DOI: https://doi.org/10.3174/ajnr.A8063
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Brain Age Estimation on a Dementia Cohort Using FLAIR MRI Biomarkers
Owen Crystal, Pejman J. Maralani, Sandra Black, Corinne Fischer, Alan R. Moody and April Khademi

American Journal of Neuroradiology November 2023, DOI: https://doi.org/10.3174/ajnr.A8059

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