American Journal of Neuroradiology

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EDITOR'S CHOICEArtificial Intelligence

Open Access
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.
Neurovascular/Stroke Imaging

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Assessment of Collateral Flow in Patients with Carotid Stenosis Using Random Vessel-Encoded Arterial Spin-Labeling: Comparison with Digital Subtraction Angiography
Shanshan Lu, Chunqiu Su, Yuezhou Cao, Zhenyu Jia, Haibin Shi, Yining He and Lirong Yan

American Journal of Neuroradiology February 2024, 45 (2) 155-162; DOI: https://doi.org/10.3174/ajnr.A8100
Artificial Intelligence

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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
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
Artificial Intelligence

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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
Pediatric Neuroimaging

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Diagnostic Value of Multiparameter MRI-Based Radiomics in Pediatric Myelin Oligodendrocyte Glycoprotein Antibody–Associated Disorders
Ting Li, Xin Chen, Yang Jing, Haoru Wang, Ting Zhang, Li Zhang, Hao Ding, Mingye Xie and Ling He

American Journal of Neuroradiology December 2023, 44 (12) 1425-1431; DOI: https://doi.org/10.3174/ajnr.A8045
Pediatric Neuroimaging

Open Access
Automatic Quantification of Normal Brain Gyrification Patterns and Changes in Fetuses with Polymicrogyria and Lissencephaly Based on MRI
Bossmat Yehuda, Aviad Rabinowich, Daphna Link-Sourani, Netanell Avisdris, Ori Ben-Zvi, Bella Specktor-Fadida, Leo Joskowicz, Liat Ben-Sira, Elka Miller and Dafna Ben Bashat

American Journal of Neuroradiology December 2023, 44 (12) 1432-1439; DOI: https://doi.org/10.3174/ajnr.A8046
Spine Imaging and Spine Image-Guided Interventions

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Automated Determination of the H3 K27-Altered Status in Spinal Cord Diffuse Midline Glioma by Radiomics Based on T2-Weighted MR Images
Junjie Li, YongZhi Wang, Jinyuan Weng, Liying Qu, Minghao Wu, Min Guo, Jun Sun, Geli Hu, Xiaodong Gong, Xing Liu, Yunyun Duan, Zhizheng Zhuo, Wenqing Jia and Yaou Liu

American Journal of Neuroradiology December 2023, 44 (12) 1464-1470; DOI: https://doi.org/10.3174/ajnr.A8056
Artificial Intelligence

Open Access
Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology
C.G. Filippi, J.M. Stein, Z. Wang, S. Bakas, Y. Liu, P.D. Chang, Y. Lui, C. Hess, D.P. Barboriak, A.E. Flanders, M. Wintermark, G. Zaharchuk and O. Wu

American Journal of Neuroradiology November 2023, 44 (11) 1242-1248; DOI: https://doi.org/10.3174/ajnr.A7963
Adult Brain

Open Access
Systematic Literature Review of Machine Learning Algorithms Using Pretherapy Radiologic Imaging for Glioma Molecular Subtype Prediction
Jan Lost, Tej Verma, Leon Jekel, Marc von Reppert, Niklas Tillmanns, Sara Merkaj, Gabriel Cassinelli Petersen, Ryan Bahar, Ayyüce Gordem, Muhammad A. Haider, Harry Subramanian, Waverly Brim, Ichiro Ikuta, Antonio Omuro, Gian Marco Conte, Bernadette V. Marquez-Nostra, Arman Avesta, Khaled Bousabarah, Ali Nabavizadeh, Anahita Fathi Kazerooni, Sanjay Aneja, Spyridon Bakas, MingDe Lin, Michael Sabel and Mariam Aboian

American Journal of Neuroradiology October 2023, 44 (10) 1126-1134; DOI: https://doi.org/10.3174/ajnr.A8000

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