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Unsupervised machine learning using K-means identifies radiomic subgroups of pediatric low-grade gliomas that correlate with key molecular markers.
Haldar D, Kazerooni AF, Arif S, Familiar A, Madhogarhia R, Khalili N, Bagheri S, Anderson H, Shaikh IS, Mahtabfar A, Kim MC, Tu W, Ware J, Vossough A, Davatzikos C, Storm PB, Resnick A, Nabavizadeh A. Haldar D, et al. Among authors: familiar a. Neoplasia. 2023 Feb;36:100869. doi: 10.1016/j.neo.2022.100869. Epub 2022 Dec 23. Neoplasia. 2023. PMID: 36566592 Free PMC article.
Radiomics and radiogenomics in pediatric neuro-oncology: A review.
Madhogarhia R, Haldar D, Bagheri S, Familiar A, Anderson H, Arif S, Vossough A, Storm P, Resnick A, Davatzikos C, Fathi Kazerooni A, Nabavizadeh A. Madhogarhia R, et al. Among authors: familiar a. Neurooncol Adv. 2022 May 27;4(1):vdac083. doi: 10.1093/noajnl/vdac083. eCollection 2022 Jan-Dec. Neurooncol Adv. 2022. PMID: 35795472 Free PMC article. Review.
Automated tumor segmentation and brain tissue extraction from multiparametric MRI of pediatric brain tumors: A multi-institutional study.
Fathi Kazerooni A, Arif S, Madhogarhia R, Khalili N, Haldar D, Bagheri S, Familiar AM, Anderson H, Haldar S, Tu W, Chul Kim M, Viswanathan K, Muller S, Prados M, Kline C, Vidal L, Aboian M, Storm PB, Resnick AC, Ware JB, Vossough A, Davatzikos C, Nabavizadeh A. Fathi Kazerooni A, et al. Among authors: familiar am. Neurooncol Adv. 2023 Mar 16;5(1):vdad027. doi: 10.1093/noajnl/vdad027. eCollection 2023 Jan-Dec. Neurooncol Adv. 2023. PMID: 37051331 Free PMC article.
Radiomics for characterization of the glioma immune microenvironment.
Khalili N, Kazerooni AF, Familiar A, Haldar D, Kraya A, Foster J, Koptyra M, Storm PB, Resnick AC, Nabavizadeh A. Khalili N, et al. Among authors: familiar a. NPJ Precis Oncol. 2023 Jun 19;7(1):59. doi: 10.1038/s41698-023-00413-9. NPJ Precis Oncol. 2023. PMID: 37337080 Free PMC article. Review.
Statistical plots in oncologic imaging, a primer for neuroradiologists.
Bagheri S, Taghvaei M, Familiar A, Haldar D, Zandifar A, Khalili N, Vossough A, Nabavizadeh A. Bagheri S, et al. Among authors: familiar a. Neuroradiol J. 2024 Aug;37(4):418-433. doi: 10.1177/19714009231193158. Epub 2023 Aug 2. Neuroradiol J. 2024. PMID: 37529843 Review.
Adding Value to Liquid Biopsy for Brain Tumors: The Role of Imaging.
Khalili N, Shooli H, Hosseini N, Fathi Kazerooni A, Familiar A, Bagheri S, Anderson H, Bagley SJ, Nabavizadeh A. Khalili N, et al. Among authors: familiar a. Cancers (Basel). 2023 Oct 29;15(21):5198. doi: 10.3390/cancers15215198. Cancers (Basel). 2023. PMID: 37958372 Free PMC article. Review.
Automated temporalis muscle quantification and growth charts for children through adulthood.
Zapaishchykova A, Liu KX, Saraf A, Ye Z, Catalano PJ, Benitez V, Ravipati Y, Jain A, Huang J, Hayat H, Likitlersuang J, Vajapeyam S, Chopra RB, Familiar AM, Nabavidazeh A, Mak RH, Resnick AC, Mueller S, Cooney TM, Haas-Kogan DA, Poussaint TY, Aerts HJWL, Kann BH. Zapaishchykova A, et al. Among authors: familiar am. Nat Commun. 2023 Nov 9;14(1):6863. doi: 10.1038/s41467-023-42501-1. Nat Commun. 2023. PMID: 37945573 Free PMC article.
Multiparametric MRI along with machine learning predicts prognosis and treatment response in pediatric low-grade glioma.
Fathi Kazerooni A, Kraya A, Rathi KS, Kim MC, Vossough A, Khalili N, Familiar AM, Gandhi D, Khalili N, Kesherwani V, Haldar D, Anderson H, Jin R, Mahtabfar A, Bagheri S, Guo Y, Li Q, Huang X, Zhu Y, Sickler A, Lueder MR, Phul S, Koptyra M, Storm PB, Ware JB, Song Y, Davatzikos C, Foster JB, Mueller S, Fisher MJ, Resnick AC, Nabavizadeh A. Fathi Kazerooni A, et al. Among authors: familiar am. Nat Commun. 2025 Jan 2;16(1):340. doi: 10.1038/s41467-024-55659-z. Nat Commun. 2025. PMID: 39747214 Free PMC article.
27 results