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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: davatzikos c. Nat Commun. 2025 Jan 2;16(1):340. doi: 10.1038/s41467-024-55659-z. Nat Commun. 2025. PMID: 39747214 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: davatzikos c. 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: davatzikos c. 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.
Machine Learning Using Multiparametric Magnetic Resonance Imaging Radiomic Feature Analysis to Predict Ki-67 in World Health Organization Grade I Meningiomas.
Khanna O, Fathi Kazerooni A, Farrell CJ, Baldassari MP, Alexander TD, Karsy M, Greenberger BA, Garcia JA, Sako C, Evans JJ, Judy KD, Andrews DW, Flanders AE, Sharan AD, Dicker AP, Shi W, Davatzikos C. Khanna O, et al. Among authors: davatzikos c. Neurosurgery. 2021 Oct 13;89(5):928-936. doi: 10.1093/neuros/nyab307. Neurosurgery. 2021. PMID: 34460921 Free PMC article.
Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly.
Pisapia JM, Akbari H, Rozycki M, Goldstein H, Bakas S, Rathore S, Moldenhauer JS, Storm PB, Zarnow DM, Anderson RCE, Heuer GG, Davatzikos C. Pisapia JM, et al. Among authors: davatzikos c. JAMA Pediatr. 2018 Feb 1;172(2):128-135. doi: 10.1001/jamapediatrics.2017.3993. JAMA Pediatr. 2018. PMID: 29255892 Free PMC article.
Quantification of tumor microenvironment acidity in glioblastoma using principal component analysis of dynamic susceptibility contrast enhanced MR imaging.
Akbari H, Kazerooni AF, Ware JB, Mamourian E, Anderson H, Guiry S, Sako C, Raymond C, Yao J, Brem S, O'Rourke DM, Desai AS, Bagley SJ, Ellingson BM, Davatzikos C, Nabavizadeh A. Akbari H, et al. Among authors: davatzikos c. Sci Rep. 2021 Jul 22;11(1):15011. doi: 10.1038/s41598-021-94560-3. Sci Rep. 2021. PMID: 34294864 Free PMC article.
Integrating imaging and genomic data for the discovery of distinct glioblastoma subtypes: a joint learning approach.
Guo J, Fathi Kazerooni A, Toorens E, Akbari H, Yu F, Sako C, Mamourian E, Shinohara RT, Koumenis C, Bagley SJ, Morrissette JJD, Binder ZA, Brem S, Mohan S, Lustig RA, O'Rourke DM, Ganguly T, Bakas S, Nasrallah MP, Davatzikos C. Guo J, et al. Among authors: davatzikos c. Sci Rep. 2024 Feb 28;14(1):4922. doi: 10.1038/s41598-024-55072-y. Sci Rep. 2024. PMID: 38418494 Free PMC article.
602 results