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26 results

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Page 1
Automated pediatric brain tumor imaging assessment tool from CBTN: Enhancing suprasellar region inclusion and managing limited data with deep learning.
Gandhi DB, Khalili N, Familiar AM, Gottipati A, Khalili N, Tu W, Haldar S, Anderson H, Viswanathan K, Storm PB, Ware JB, Resnick A, Vossough A, Nabavizadeh A, Fathi Kazerooni A. Gandhi DB, et al. Among authors: familiar am. Neurooncol Adv. 2024 Dec 12;6(1):vdae190. doi: 10.1093/noajnl/vdae190. eCollection 2024 Jan-Dec. Neurooncol Adv. 2024. PMID: 39717438 Free PMC article.
A foundation model for generalized brain MRI analysis.
Tak D, Garomsa BA, Chaunzwa TL, Zapaishchykova A, Climent Pardo JC, Ye Z, Zielke J, Ravipati Y, Vajapeyam S, Mahootiha M, Smith C, Familiar AM, Liu KX, Prabhu S, Bandopadhayay P, Nabavizadeh A, Mueller S, Aerts HJ, Huang RY, Poussaint TY, Kann BH. Tak D, et al. Among authors: familiar am. medRxiv [Preprint]. 2024 Dec 3:2024.12.02.24317992. doi: 10.1101/2024.12.02.24317992. medRxiv. 2024. PMID: 39677480 Free PMC article. Preprint.
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. 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
Multimodal Deep Learning Improves Recurrence Risk Prediction in Pediatric Low-Grade Gliomas.
Mahootiha M, Tak D, Ye Z, Zapaishchykova A, Likitlersuang J, Climent Pardo JC, Boyd A, Vajapeyam S, Chopra R, Prabhu SP, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon KL, Haas-Kogan D, Poussaint TY, Qadir HA, Balasingham I, Kann BH. Mahootiha M, et al. Among authors: familiar a. Neuro Oncol. 2024 Aug 30:noae173. doi: 10.1093/neuonc/noae173. Online ahead of print. Neuro Oncol. 2024. PMID: 39211987
Longitudinal risk prediction for pediatric glioma with temporal deep learning.
Tak D, Garomsa BA, Zapaishchykova A, Ye Z, Vajapeyam S, Mahootiha M, Climent Pardo JC, Smith C, Familiar AM, Chaunzwa T, Liu KX, Prabhu S, Bandopadhayay P, Nabavizadeh A, Mueller S, Aerts HJ, Haas-Kogan D, Poussaint TY, Kann BH. Tak D, et al. Among authors: familiar am. medRxiv [Preprint]. 2024 Jun 28:2024.06.04.24308434. doi: 10.1101/2024.06.04.24308434. medRxiv. 2024. PMID: 38978642 Free PMC article. Preprint.
Towards consistency in pediatric brain tumor measurements: Challenges, solutions, and the role of artificial intelligence-based segmentation.
Familiar AM, Fathi Kazerooni A, Vossough A, Ware JB, Bagheri S, Khalili N, Anderson H, Haldar D, Storm PB, Resnick AC, Kann BH, Aboian M, Kline C, Weller M, Huang RY, Chang SM, Fangusaro JR, Hoffman LM, Mueller S, Prados M, Nabavizadeh A. Familiar AM, et al. Neuro Oncol. 2024 Sep 5;26(9):1557-1571. doi: 10.1093/neuonc/noae093. Neuro Oncol. 2024. PMID: 38769022 Review.
Noninvasive Molecular Subtyping of Pediatric Low-Grade Glioma with Self-Supervised Transfer Learning.
Tak D, Ye Z, Zapaischykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu SP, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick AC, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon KL, Haas-Kogan DA, Poussaint TY, Kann BH. Tak D, et al. Among authors: familiar a. Radiol Artif Intell. 2024 May;6(3):e230333. doi: 10.1148/ryai.230333. Radiol Artif Intell. 2024. PMID: 38446044 Free PMC article.
A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network.
Familiar AM, Kazerooni AF, Anderson H, Lubneuski A, Viswanathan K, Breslow R, Khalili N, Bagheri S, Haldar D, Kim MC, Arif S, Madhogarhia R, Nguyen TQ, Frenkel EA, Helili Z, Harrison J, Farahani K, Linguraru MG, Bagci U, Velichko Y, Stevens J, Leary S, Lober RM, Campion S, Smith AA, Morinigo D, Rood B, Diamond K, Pollack IF, Williams M, Vossough A, Ware JB, Mueller S, Storm PB, Heath AP, Waanders AJ, Lilly J, Mason JL, Resnick AC, Nabavizadeh A. Familiar AM, et al. ArXiv [Preprint]. 2023 Oct 2:arXiv:2310.01413v1. ArXiv. 2023. PMID: 38106459 Free PMC article. Preprint.
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.
26 results