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Deep COVID DeteCT: an international experience on COVID-19 lung detection and prognosis using chest CT.
Lee EH, Zheng J, Colak E, Mohammadzadeh M, Houshmand G, Bevins N, Kitamura F, Altinmakas E, Reis EP, Kim JK, Klochko C, Han M, Moradian S, Mohammadzadeh A, Sharifian H, Hashemi H, Firouznia K, Ghanaati H, Gity M, Doğan H, Salehinejad H, Alves H, Seekins J, Abdala N, Atasoy Ç, Pouraliakbar H, Maleki M, Wong SS, Yeom KW. Lee EH, et al. Among authors: han m. NPJ Digit Med. 2021 Jan 29;4(1):11. doi: 10.1038/s41746-020-00369-1. NPJ Digit Med. 2021. PMID: 33514852 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: han m. 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.
Artificial intelligence for automatic cerebral ventricle segmentation and volume calculation: a clinical tool for the evaluation of pediatric hydrocephalus.
Quon JL, Han M, Kim LH, Koran ME, Chen LC, Lee EH, Wright J, Ramaswamy V, Lober RM, Taylor MD, Grant GA, Cheshier SH, Kestle JRW, Edwards MSB, Yeom KW. Quon JL, et al. Among authors: han m. J Neurosurg Pediatr. 2020 Dec 1;27(2):131-138. doi: 10.3171/2020.6.PEDS20251. Print 2021 Feb 1. J Neurosurg Pediatr. 2020. PMID: 33260138 Free PMC article.
Radiomics Can Distinguish Pediatric Supratentorial Embryonal Tumors, High-Grade Gliomas, and Ependymomas.
Zhang M, Tam L, Wright J, Mohammadzadeh M, Han M, Chen E, Wagner M, Nemalka J, Lai H, Eghbal A, Ho CY, Lober RM, Cheshier SH, Vitanza NA, Grant GA, Prolo LM, Yeom KW, Jaju A. Zhang M, et al. Among authors: han m. AJNR Am J Neuroradiol. 2022 Apr;43(4):603-610. doi: 10.3174/ajnr.A7481. Epub 2022 Mar 31. AJNR Am J Neuroradiol. 2022. PMID: 35361575 Free PMC article.
Early Onset Diffusion Abnormalities in Refractory Headache Disorders.
Santoro JD, Moon PK, Han M, McKenna ES, Tong E, MacEachern SJ, Forkert ND, Yeom KW. Santoro JD, et al. Among authors: han m. Front Neurol. 2022 Jun 14;13:898219. doi: 10.3389/fneur.2022.898219. eCollection 2022. Front Neurol. 2022. PMID: 35775057 Free PMC article.
An international study presenting a federated learning AI platform for pediatric brain tumors.
Lee EH, Han M, Wright J, Kuwabara M, Mevorach J, Fu G, Choudhury O, Ratan U, Zhang M, Wagner MW, Goetti R, Toescu S, Perreault S, Dogan H, Altinmakas E, Mohammadzadeh M, Szymanski KA, Campen CJ, Lai H, Eghbal A, Radmanesh A, Mankad K, Aquilina K, Said M, Vossough A, Oztekin O, Ertl-Wagner B, Poussaint T, Thompson EM, Ho CY, Jaju A, Curran J, Ramaswamy V, Cheshier SH, Grant GA, Wong SS, Moseley ME, Lober RM, Wilms M, Forkert ND, Vitanza NA, Miller JH, Prolo LM, Yeom KW. Lee EH, et al. Among authors: han m. Nat Commun. 2024 Sep 2;15(1):7615. doi: 10.1038/s41467-024-51172-5. Nat Commun. 2024. PMID: 39223133 Free PMC article.
Posterior fossa syndrome and increased mean diffusivity in the olivary bodies.
Yecies D, Jabarkheel R, Han M, Kim YH, Bruckert L, Shpanskaya K, Perez A, Edwards MSB, Grant GA, Yeom KW. Yecies D, et al. Among authors: han m. J Neurosurg Pediatr. 2019 Jul 26;24(4):376-381. doi: 10.3171/2019.5.PEDS1964. Print 2019 Oct 1. J Neurosurg Pediatr. 2019. PMID: 31349230
MRI-based radiomics for prognosis of pediatric diffuse intrinsic pontine glioma: an international study.
Tam LT, Yeom KW, Wright JN, Jaju A, Radmanesh A, Han M, Toescu S, Maleki M, Chen E, Campion A, Lai HA, Eghbal AA, Oztekin O, Mankad K, Hargrave D, Jacques TS, Goetti R, Lober RM, Cheshier SH, Napel S, Said M, Aquilina K, Ho CY, Monje M, Vitanza NA, Mattonen SA. Tam LT, et al. Among authors: han m. Neurooncol Adv. 2021 Mar 5;3(1):vdab042. doi: 10.1093/noajnl/vdab042. eCollection 2021 Jan-Dec. Neurooncol Adv. 2021. PMID: 33977272 Free PMC article.
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