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Page 1
MRI Radiogenomics of Pediatric Medulloblastoma: A Multicenter Study.
Zhang M, Wong SW, Wright JN, Wagner MW, Toescu S, Han M, Tam LT, Zhou Q, Ahmadian SS, Shpanskaya K, Lummus S, Lai H, Eghbal A, Radmanesh A, Nemelka J, Harward S 2nd, Malinzak M, Laughlin S, Perreault S, Braun KRM, Lober RM, Cho YJ, Ertl-Wagner B, Ho CY, Mankad K, Vogel H, Cheshier SH, Jacques TS, Aquilina K, Fisher PG, Taylor M, Poussaint T, Vitanza NA, Grant GA, Pfister S, Thompson E, Jaju A, Ramaswamy V, Yeom KW. Zhang M, et al. Among authors: shpanskaya k. Radiology. 2022 Aug;304(2):406-416. doi: 10.1148/radiol.212137. Epub 2022 Apr 19. Radiology. 2022. PMID: 35438562 Free PMC article.
MR Imaging-Based Radiomic Signatures of Distinct Molecular Subgroups of Medulloblastoma.
Iv M, Zhou M, Shpanskaya K, Perreault S, Wang Z, Tranvinh E, Lanzman B, Vajapeyam S, Vitanza NA, Fisher PG, Cho YJ, Laughlin S, Ramaswamy V, Taylor MD, Cheshier SH, Grant GA, Young Poussaint T, Gevaert O, Yeom KW. Iv M, et al. Among authors: shpanskaya k. AJNR Am J Neuroradiol. 2019 Jan;40(1):154-161. doi: 10.3174/ajnr.A5899. Epub 2018 Dec 6. AJNR Am J Neuroradiol. 2019. PMID: 30523141 Free PMC article.
Deep Learning for Pediatric Posterior Fossa Tumor Detection and Classification: A Multi-Institutional Study.
Quon JL, Bala W, Chen LC, Wright J, Kim LH, Han M, Shpanskaya K, Lee EH, Tong E, Iv M, Seekins J, Lungren MP, Braun KRM, Poussaint TY, Laughlin S, Taylor MD, Lober RM, Vogel H, Fisher PG, Grant GA, Ramaswamy V, Vitanza NA, Ho CY, Edwards MSB, Cheshier SH, Yeom KW. Quon JL, et al. Among authors: shpanskaya k. AJNR Am J Neuroradiol. 2020 Sep;41(9):1718-1725. doi: 10.3174/ajnr.A6704. Epub 2020 Aug 13. AJNR Am J Neuroradiol. 2020. PMID: 32816765 Free PMC article.
Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet.
Bien N, Rajpurkar P, Ball RL, Irvin J, Park A, Jones E, Bereket M, Patel BN, Yeom KW, Shpanskaya K, Halabi S, Zucker E, Fanton G, Amanatullah DF, Beaulieu CF, Riley GM, Stewart RJ, Blankenberg FG, Larson DB, Jones RH, Langlotz CP, Ng AY, Lungren MP. Bien N, et al. Among authors: shpanskaya k. PLoS Med. 2018 Nov 27;15(11):e1002699. doi: 10.1371/journal.pmed.1002699. eCollection 2018 Nov. PLoS Med. 2018. PMID: 30481176 Free PMC article.
Attention-guided deep learning for gestational age prediction using fetal brain MRI.
Shen L, Zheng J, Lee EH, Shpanskaya K, McKenna ES, Atluri MG, Plasto D, Mitchell C, Lai LM, Guimaraes CV, Dahmoush H, Chueh J, Halabi SS, Pauly JM, Xing L, Lu Q, Oztekin O, Kline-Fath BM, Yeom KW. Shen L, et al. Among authors: shpanskaya k. Sci Rep. 2022 Jan 26;12(1):1408. doi: 10.1038/s41598-022-05468-5. Sci Rep. 2022. PMID: 35082346 Free PMC article.
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