Index by author
Yang, L.
- EDITOR'S CHOICEPediatricsOpen AccessAutomatic Machine Learning to Differentiate Pediatric Posterior Fossa Tumors on Routine MR ImagingH. Zhou, R. Hu, O. Tang, C. Hu, L. Tang, K. Chang, Q. Shen, J. Wu, B. Zou, B. Xiao, J. Boxerman, W. Chen, R.Y. Huang, L. Yang, H.X. Bai and C. ZhuAmerican Journal of Neuroradiology July 2020, 41 (7) 1279-1285; DOI: https://doi.org/10.3174/ajnr.A6621
This retrospective study included preoperative MR imaging of 288 pediatric patients with pediatric posterior fossa tumors, including medulloblastoma (n=111), ependymoma (n=70), and pilocytic astrocytoma (n=107). Radiomics features were extracted from T2-weighted images, contrast-enhanced T1-weighted images, and ADC maps. Models generated by standard manual optimization by a machine learning expert were compared with automatic machine learning via the Tree-Based Pipeline Optimization Tool for performance evaluation. The authors conclude that automatic machine learning based on routine MR imaging classified pediatric posterior fossa tumors with high accuracy compared with manual expert pipeline optimization and qualitative expert MR imaging review.
Yazdani, M.
- LETTEROpen AccessNeuroradiologists and the Novel CoronavirusM.U. Antonucci, J.M. Reagan and M. YazdaniAmerican Journal of Neuroradiology July 2020, 41 (7) E50; DOI: https://doi.org/10.3174/ajnr.A6596
Yeom, K.W.
- PediatricsOpen AccessVariable Refocusing Flip Angle Single-Shot Imaging for Sedation-Free Fast Brain MRIR. Jabarkheel, E. Tong, E.H. Lee, T.M. Cullen, U. Yousaf, A.M. Loening, V. Taviani, Michael Iv, G.A. Grant, S.J. Holdsworth, S.S. Vasanawala and K.W. YeomAmerican Journal of Neuroradiology July 2020, 41 (7) 1256-1262; DOI: https://doi.org/10.3174/ajnr.A6616
Yoon, B.C.
- Head & NeckYou have accessComparison of Intraoperative Sonography and Histopathologic Evaluation of Tumor Thickness and Depth of Invasion in Oral Tongue Cancer: A Pilot StudyB.C. Yoon, M.D. Bulbul, P.M. Sadow, W.C. Faquin, H.D. Curtin, M.A. Varvares and A.F. JulianoAmerican Journal of Neuroradiology July 2020, 41 (7) 1245-1250; DOI: https://doi.org/10.3174/ajnr.A6625
Young, M.
- Adult BrainOpen AccessSurprise Diagnosis of COVID-19 following Neuroimaging Evaluation for Unrelated Reasons during the Pandemic in Hot SpotsR. Jain, M. Young, S. Dogra, H. Kennedy, V. Nguyen and E. RazAmerican Journal of Neuroradiology July 2020, 41 (7) 1177-1178; DOI: https://doi.org/10.3174/ajnr.A6608
Yousaf, U.
- PediatricsOpen AccessVariable Refocusing Flip Angle Single-Shot Imaging for Sedation-Free Fast Brain MRIR. Jabarkheel, E. Tong, E.H. Lee, T.M. Cullen, U. Yousaf, A.M. Loening, V. Taviani, Michael Iv, G.A. Grant, S.J. Holdsworth, S.S. Vasanawala and K.W. YeomAmerican Journal of Neuroradiology July 2020, 41 (7) 1256-1262; DOI: https://doi.org/10.3174/ajnr.A6616