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2021 1
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Page 1
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. Nat Commun. 2023 Nov 9;14(1):6863. doi: 10.1038/s41467-023-42501-1. Nat Commun. 2023. PMID: 37945573 Free PMC article.
Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer.
Ye Z, Saraf A, Ravipati Y, Hoebers F, Catalano PJ, Zha Y, Zapaishchykova A, Likitlersuang J, Guthier C, Tishler RB, Schoenfeld JD, Margalit DN, Haddad RI, Mak RH, Naser M, Wahid KA, Sahlsten J, Jaskari J, Kaski K, Mäkitie AA, Fuller CD, Aerts HJWL, Kann BH. Ye Z, et al. Among authors: zapaishchykova a. JAMA Netw Open. 2023 Aug 1;6(8):e2328280. doi: 10.1001/jamanetworkopen.2023.28280. JAMA Netw Open. 2023. PMID: 37561460 Free PMC article.
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: zapaishchykova a. Neuro Oncol. 2024 Aug 30:noae173. doi: 10.1093/neuonc/noae173. Online ahead of print. Neuro Oncol. 2024. PMID: 39211987
Noninvasive molecular subtyping of pediatric low-grade glioma with self-supervised transfer learning.
Tak D, Ye Z, Zapaishchykova A, Zha Y, Boyd A, Vajapeyam S, Chopra R, Hayat H, Prabhu S, Liu KX, Elhalawani H, Nabavizadeh A, Familiar A, Resnick A, Mueller S, Aerts HJWL, Bandopadhayay P, Ligon K, Haas-Kogan D, Poussaint T, Kann BH. Tak D, et al. Among authors: zapaishchykova a. medRxiv [Preprint]. 2023 Nov 22:2023.08.04.23293673. doi: 10.1101/2023.08.04.23293673. medRxiv. 2023. Update in: Radiol Artif Intell. 2024 May;6(3):e230333. doi: 10.1148/ryai.230333 PMID: 37609311 Free PMC article. Updated. Preprint.
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).
Kazerooni AF, Khalili N, Liu X, Haldar D, Jiang Z, Anwar SM, Albrecht J, Adewole M, Anazodo U, Anderson H, Bagheri S, Baid U, Bergquist T, Borja AJ, Calabrese E, Chung V, Conte GM, Dako F, Eddy J, Ezhov I, Familiar A, Farahani K, Haldar S, Iglesias JE, Janas A, Johansen E, Jones BV, Kofler F, LaBella D, Lai HA, Van Leemput K, Li HB, Maleki N, McAllister AS, Meier Z, Menze B, Moawad AW, Nandolia KK, Pavaine J, Piraud M, Poussaint T, Prabhu SP, Reitman Z, Rodriguez A, Rudie JD, Shaikh IS, Shah LM, Sheth N, Shinohara RT, Tu W, Viswanathan K, Wang C, Ware JB, Wiestler B, Wiggins W, Zapaishchykova A, Aboian M, Bornhorst M, de Blank P, Deutsch M, Fouladi M, Hoffman L, Kann B, Lazow M, Mikael L, Nabavizadeh A, Packer R, Resnick A, Rood B, Vossough A, Bakas S, Linguraru MG. Kazerooni AF, et al. Among authors: zapaishchykova a. ArXiv [Preprint]. 2024 May 23:arXiv:2305.17033v7. ArXiv. 2024. PMID: 37292481 Free PMC article. Preprint.
An Interpretable Approach to Automated Severity Scoring in Pelvic Trauma.
Zapaishchykova A, Dreizin D, Li Z, Wu JY, Roohi SF, Unberath M. Zapaishchykova A, et al. Med Image Comput Comput Assist Interv. 2021 Sep-Oct;12903:424-433. doi: 10.1007/978-3-030-87199-4_40. Epub 2021 Sep 21. Med Image Comput Comput Assist Interv. 2021. PMID: 37483538 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: zapaishchykova a. 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
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: zapaishchykova a. medRxiv [Preprint]. 2024 Jun 28:2024.06.04.24308434. doi: 10.1101/2024.06.04.24308434. medRxiv. 2024. PMID: 38978642 Free PMC article. Preprint.
Stepwise Transfer Learning for Expert-level Pediatric Brain Tumor MRI Segmentation in a Limited Data Scenario.
Boyd A, Ye Z, Prabhu SP, Tjong MC, Zha Y, Zapaishchykova A, Vajapeyam S, Catalano PJ, Hayat H, Chopra R, Liu KX, Nabavizadeh A, Resnick AC, Mueller S, Haas-Kogan DA, Aerts HJWL, Poussaint TY, Kann BH. Boyd A, et al. Among authors: zapaishchykova a. Radiol Artif Intell. 2024 Jul;6(4):e230254. doi: 10.1148/ryai.230254. Radiol Artif Intell. 2024. PMID: 38984985 Free PMC article.
13 results