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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: kazerooni af. Neoplasia. 2023 Feb;36:100869. doi: 10.1016/j.neo.2022.100869. Epub 2022 Dec 23. Neoplasia. 2023. PMID: 36566592 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: kazerooni af. 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.
Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium.
Lee MD, Patel SH, Mohan S, Akbari H, Bakas S, Nasrallah MP, Calabrese E, Rudie J, Villanueva-Meyer J, LaMontagne P, Marcus DS, Colen RR, Balana C, Choi YS, Badve C, Barnholtz-Sloan JS, Sloan AE, Booth TC, Palmer JD, Dicker AP, Flanders AE, Shi W, Griffith B, Poisson LM, Chakravarti A, Mahajan A, Chang S, Orringer D, Davatzikos C, Jain R; ReSPOND Consortium. Lee MD, et al. Neuroradiology. 2023 Sep;65(9):1343-1352. doi: 10.1007/s00234-023-03196-9. Epub 2023 Jul 19. Neuroradiology. 2023. PMID: 37468750 Free PMC article.
Empowering Data Sharing in Neuroscience: A Deep Learning De-identification Method for Pediatric Brain MRIs.
Familiar AM, Khalili N, Khalili N, Schuman C, Grove E, Viswanathan K, Seidlitz J, Alexander-Bloch A, Zapaishchykova A, Kann BH, Vossough A, Storm PB, Resnick AC, Kazerooni AF, Nabavizadeh A. Familiar AM, et al. Among authors: kazerooni af. AJNR Am J Neuroradiol. 2024 Nov 12:ajnr.A8581. doi: 10.3174/ajnr.A8581. Online ahead of print. AJNR Am J Neuroradiol. 2024. PMID: 39532533
Sex-Specific Differences in Patients with IDH1-Wild-Type Grade 4 Glioma in the ReSPOND Consortium.
Gongala S, Garcia JA, Korakavi N, Patil N, Akbari H, Sloan A, Barnholtz-Sloan JS, Sun J, Griffith B, Poisson LM, Booth TC, Jain R, Mohan S, Nasralla MP, Bakas S, Tippareddy C, Puig J, Palmer JD, Shi W, Colen RR, Sotiras A, Ahn SS, Park YW, Davatzikos C, Badve C; ReSPOND Consortium. Gongala S, et al. AJNR Am J Neuroradiol. 2024 Sep 9;45(9):1299-1307. doi: 10.3174/ajnr.A8319. AJNR Am J Neuroradiol. 2024. PMID: 38684319
Active Learning in Brain Tumor Segmentation with Uncertainty Sampling and Annotation Redundancy Restriction.
Kim DD, Chandra RS, Yang L, Wu J, Feng X, Atalay M, Bettegowda C, Jones C, Sair H, Liao WH, Zhu C, Zou B, Kazerooni AF, Nabavizadeh A, Jiao Z, Peng J, Bai HX. Kim DD, et al. Among authors: kazerooni af. J Imaging Inform Med. 2024 Oct;37(5):2099-2107. doi: 10.1007/s10278-024-01037-6. Epub 2024 Mar 21. J Imaging Inform Med. 2024. PMID: 38514595 Free PMC article.
Comparison of Volumetric and 2D Measurements and Longitudinal Trajectories in the Response Assessment of BRAF V600E-Mutant Pediatric Gliomas in the Pacific Pediatric Neuro-Oncology Consortium Clinical Trial.
Ramakrishnan D, Brüningk SC, von Reppert M, Memon F, Maleki N, Aneja S, Kazerooni AF, Nabavizadeh A, Lin M, Bousabarah K, Molinaro A, Nicolaides T, Prados M, Mueller S, Aboian MS. Ramakrishnan D, et al. Among authors: kazerooni af. AJNR Am J Neuroradiol. 2024 Apr 8;45(4):475-482. doi: 10.3174/ajnr.A8189. AJNR Am J Neuroradiol. 2024. PMID: 38453411 Clinical Trial.
30 results