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Pediatrics

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Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model
Farzan Vahedifard, Xuchu Liu, Jubril O. Adepoju, Shiqiao Zhao, H. Asher Ai, Kranthi K. Marathu, Mark Supanich, Sharon E. Byrd and Jie Deng

American Journal of Neuroradiology October 2023, 44 (10) 1191-1200; DOI: https://doi.org/10.3174/ajnr.A7978
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
Adult Brain

Open Access
Generative Adversarial Network–Enhanced Ultra-Low-Dose [¹⁸F]-PI-2620 τ PET/MRI in Aging and Neurodegenerative Populations
K.T. Chen, R. Tesfay, M.E.I. Koran, J. Ouyang, S. Shams, C.B. Young, G. Davidzon, T. Liang, M. Khalighi, E. Mormino and G. Zaharchuk

American Journal of Neuroradiology September 2023, 44 (9) 1012-1019; DOI: https://doi.org/10.3174/ajnr.A7961
Adult Brain

Open Access
Deep Learning Segmentation of the Nucleus Basalis of Meynert on 3T MRI
D.J. Doss, G.W. Johnson, S. Narasimhan, J.S. Shless, J.W. Jiang, H.F.J. González, D.L. Paulo, A. Lucas, K.A. Davis, C. Chang, V.L. Morgan, C. Constantinidis, B.M. Dawant and D.J. Englot

American Journal of Neuroradiology September 2023, 44 (9) 1020-1025; DOI: https://doi.org/10.3174/ajnr.A7950
Spine

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Deep Learning–Generated Synthetic MR Imaging STIR Spine Images Are Superior in Image Quality and Diagnostically Equivalent to Conventional STIR: A Multicenter, Multireader Trial
L.N. Tanenbaum, S.C. Bash, G. Zaharchuk, A. Shankaranarayanan, R. Chamberlain, M. Wintermark, C. Beaulieu, M. Novick and L. Wang

American Journal of Neuroradiology August 2023, 44 (8) 987-993; DOI: https://doi.org/10.3174/ajnr.A7920
EDITOR'S CHOICEAdult Brain

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Performance of Automated ASPECTS Software and Value as a Computer-Aided Detection Tool
J. Lambert, J. Demeestere, B. Dewachter, L. Cockmartin, A. Wouters, R. Symons, L. Boomgaert, L. Vandewalle, L. Scheldeman, P. Demaerel and R. Lemmens

American Journal of Neuroradiology August 2023, 44 (8) 894-900; DOI: https://doi.org/10.3174/ajnr.A7956

This retrospective study compared the agreement of automated ASPECTS and raters with a different experience level in scoring patients with acute ischemic stroke with large-vessel occlusion undergoing thrombectomy. The agreement of all raters individually versus the criterion standard and interrater agreement improved with software assistance.
Adult Brain

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Crowd-Sourced Deep Learning for Intracranial Hemorrhage Identification: Wisdom of Crowds or Laissez-Faire
E.I.S. Hofmeijer, C.O. Tan, F. van der Heijden and R. Gupta

American Journal of Neuroradiology July 2023, 44 (7) 762-767; DOI: https://doi.org/10.3174/ajnr.A7902
Spine

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Validation of a New Semiautomated Segmentation Pipeline Based on the Spinal Cord Toolbox DeepSeg Algorithm to Estimate the Cervical Canal Area
N. Mongay-Ochoa, D. Pareto, M. Alberich, M. Tintore, X. Montalban, À. Rovira and J. Sastre-Garriga

American Journal of Neuroradiology July 2023, 44 (7) 867-872; DOI: https://doi.org/10.3174/ajnr.A7899
Pediatrics

Open Access
Predicting Drug Treatment Outcomes in Children with Tuberous Sclerosis Complex–Related Epilepsy: A Clinical Radiomics Study
Z. Hu, D. Jiang, X. Zhao, J. Yang, D. Liang, H. Wang, C. Zhao and J. Liao

American Journal of Neuroradiology July 2023, 44 (7) 853-860; DOI: https://doi.org/10.3174/ajnr.A7911
Adult Brain

Open Access
DWI-Based Radiomics Predicts the Functional Outcome of Endovascular Treatment in Acute Basilar Artery Occlusion
X. Zhang, J. Miao, J. Yang, C. Liu, J. Huang, J. Song, D. Xie, C. Yue, W. Kong, J. Hu, W. Luo, S. Liu, F. Li and W. Zi

American Journal of Neuroradiology May 2023, 44 (5) 536-542; DOI: https://doi.org/10.3174/ajnr.A7851

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