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Predicting tumor recurrence on baseline MR imaging in patients with early-stage hepatocellular carcinoma using deep machine learning.
Kucukkaya AS, Zeevi T, Chai NX, Raju R, Haider SP, Elbanan M, Petukhova-Greenstein A, Lin M, Onofrey J, Nowak M, Cooper K, Thomas E, Santana J, Gebauer B, Mulligan D, Staib L, Batra R, Chapiro J. Kucukkaya AS, et al. Among authors: petukhova greenstein a. Sci Rep. 2023 May 10;13(1):7579. doi: 10.1038/s41598-023-34439-7. Sci Rep. 2023. PMID: 37165035 Free PMC article.
Cancer tracking system improves timeliness of liver cancer care at a Veterans Hospital: A comparison of cohorts before and after implementation of an automated care coordination tool.
Zhang Y, Mezzacappa C, Shen L, Ivatorov A, Petukhova-Greenstein A, Mehta R, Ciarleglio M, Deng Y, Levin W, Steinhardt S, Connery D, Pineau M, Onyiuke I, Taylor C, Rose MG, Taddei TH. Zhang Y, et al. Among authors: petukhova greenstein a. PLOS Digit Health. 2022 Aug 1;1(8):e0000080. doi: 10.1371/journal.pdig.0000080. eCollection 2022 Aug. PLOS Digit Health. 2022. PMID: 36812575 Free PMC article.
MR Imaging-Based In Vivo Macrophage Imaging to Monitor Immune Response after Radiofrequency Ablation of the Liver.
Santana JG, Petukhova-Greenstein A, Gross M, Hyder F, Pekurovsky V, Gottwald LA, Boustani A, Walsh JJ, Kucukkaya AS, Malpani R, Madoff DC, Goldberg SN, Ahmed M, Joshi N, Coman D, Chapiro J. Santana JG, et al. Among authors: petukhova greenstein a. J Vasc Interv Radiol. 2023 Mar;34(3):395-403.e5. doi: 10.1016/j.jvir.2022.11.013. Epub 2022 Nov 21. J Vasc Interv Radiol. 2023. PMID: 36423815 Free PMC article.
Machine Learning Models for Prediction of Posttreatment Recurrence in Early-Stage Hepatocellular Carcinoma Using Pretreatment Clinical and MRI Features: A Proof-of-Concept Study.
Iseke S, Zeevi T, Kucukkaya AS, Raju R, Gross M, Haider SP, Petukhova-Greenstein A, Kuhn TN, Lin M, Nowak M, Cooper K, Thomas E, Weber MA, Madoff DC, Staib L, Batra R, Chapiro J. Iseke S, et al. Among authors: petukhova greenstein a. AJR Am J Roentgenol. 2023 Feb;220(2):245-255. doi: 10.2214/AJR.22.28077. Epub 2022 Aug 17. AJR Am J Roentgenol. 2023. PMID: 35975886 Free PMC article.
MR Imaging Biomarkers for the Prediction of Outcome after Radiofrequency Ablation of Hepatocellular Carcinoma: Qualitative and Quantitative Assessments of the Liver Imaging Reporting and Data System and Radiomic Features.
Petukhova-Greenstein A, Zeevi T, Yang J, Chai N, DiDomenico P, Deng Y, Ciarleglio M, Haider SP, Onyiuke I, Malpani R, Lin M, Kucukkaya AS, Gottwald LA, Gebauer B, Revzin M, Onofrey J, Staib L, Gunabushanam G, Taddei T, Chapiro J. Petukhova-Greenstein A, et al. J Vasc Interv Radiol. 2022 Jul;33(7):814-824.e3. doi: 10.1016/j.jvir.2022.04.006. Epub 2022 Apr 20. J Vasc Interv Radiol. 2022. PMID: 35460887 Free PMC article.
Quantitative Automated Segmentation of Lipiodol Deposits on Cone-Beam CT Imaging Acquired during Transarterial Chemoembolization for Liver Tumors: A Deep Learning Approach.
Malpani R, Petty CW, Yang J, Bhatt N, Zeevi T, Chockalingam V, Raju R, Petukhova-Greenstein A, Santana JG, Schlachter TR, Madoff DC, Chapiro J, Duncan J, Lin M. Malpani R, et al. Among authors: petukhova greenstein a. J Vasc Interv Radiol. 2022 Mar;33(3):324-332.e2. doi: 10.1016/j.jvir.2021.12.017. Epub 2021 Dec 16. J Vasc Interv Radiol. 2022. PMID: 34923098 Free PMC article.
Comparison of metabolic and immunologic responses to transarterial chemoembolization with different chemoembolic regimens in a rabbit VX2 liver tumor model.
Doemel LA, Santana JG, Savic LJ, Gaupp FML, Borde T, Petukhova-Greenstein A, Kucukkaya AS, Schobert IT, Hamm CA, Gebauer B, Walsh JJ, Rexha I, Hyder F, Lin M, Madoff DC, Schlachter T, Chapiro J, Coman D. Doemel LA, et al. Among authors: petukhova greenstein a. Eur Radiol. 2022 Apr;32(4):2437-2447. doi: 10.1007/s00330-021-08337-3. Epub 2021 Oct 31. Eur Radiol. 2022. PMID: 34718844 Free PMC article.