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The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Zwanenburg A, Vallières M, Abdalah MA, Aerts HJWL, Andrearczyk V, Apte A, Ashrafinia S, Bakas S, Beukinga RJ, Boellaard R, Bogowicz M, Boldrini L, Buvat I, Cook GJR, Davatzikos C, Depeursinge A, Desseroit MC, Dinapoli N, Dinh CV, Echegaray S, El Naqa I, Fedorov AY, Gatta R, Gillies RJ, Goh V, Götz M, Guckenberger M, Ha SM, Hatt M, Isensee F, Lambin P, Leger S, Leijenaar RTH, Lenkowicz J, Lippert F, Losnegård A, Maier-Hein KH, Morin O, Müller H, Napel S, Nioche C, Orlhac F, Pati S, Pfaehler EAG, Rahmim A, Rao AUK, Scherer J, Siddique MM, Sijtsema NM, Socarras Fernandez J, Spezi E, Steenbakkers RJHM, Tanadini-Lang S, Thorwarth D, Troost EGC, Upadhaya T, Valentini V, van Dijk LV, van Griethuysen J, van Velden FHP, Whybra P, Richter C, Löck S. Zwanenburg A, et al. Among authors: abdalah ma. Radiology. 2020 May;295(2):328-338. doi: 10.1148/radiol.2020191145. Epub 2020 Mar 10. Radiology. 2020. PMID: 32154773 Free PMC article.
Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets.
McNitt-Gray M, Napel S, Jaggi A, Mattonen SA, Hadjiiski L, Muzi M, Goldgof D, Balagurunathan Y, Pierce LA, Kinahan PE, Jones EF, Nguyen A, Virkud A, Chan HP, Emaminejad N, Wahi-Anwar M, Daly M, Abdalah M, Yang H, Lu L, Lv W, Rahmim A, Gastounioti A, Pati S, Bakas S, Kontos D, Zhao B, Kalpathy-Cramer J, Farahani K. McNitt-Gray M, et al. Tomography. 2020 Jun;6(2):118-128. doi: 10.18383/j.tom.2019.00031. Tomography. 2020. PMID: 32548288 Free PMC article.
Deep-learning and MR images to target hypoxic habitats with evofosfamide in preclinical models of sarcoma.
Jardim-Perassi BV, Mu W, Huang S, Tomaszewski MR, Poleszczuk J, Abdalah MA, Budzevich MM, Dominguez-Viqueira W, Reed DR, Bui MM, Johnson JO, Martinez GV, Gillies RJ. Jardim-Perassi BV, et al. Among authors: abdalah ma. Theranostics. 2021 Mar 11;11(11):5313-5329. doi: 10.7150/thno.56595. eCollection 2021. Theranostics. 2021. PMID: 33859749 Free PMC article.
Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels.
Shafiq-Ul-Hassan M, Zhang GG, Latifi K, Ullah G, Hunt DC, Balagurunathan Y, Abdalah MA, Schabath MB, Goldgof DG, Mackin D, Court LE, Gillies RJ, Moros EG. Shafiq-Ul-Hassan M, et al. Among authors: abdalah ma. Med Phys. 2017 Mar;44(3):1050-1062. doi: 10.1002/mp.12123. Med Phys. 2017. PMID: 28112418 Free PMC article.
Predicting clinically significant prostate cancer using DCE-MRI habitat descriptors.
Parra NA, Lu H, Li Q, Stoyanova R, Pollack A, Punnen S, Choi J, Abdalah M, Lopez C, Gage K, Park JY, Kosj Y, Pow-Sang JM, Gillies RJ, Balagurunathan Y. Parra NA, et al. Oncotarget. 2018 Dec 14;9(98):37125-37136. doi: 10.18632/oncotarget.26437. eCollection 2018 Dec 14. Oncotarget. 2018. PMID: 30647849 Free PMC article.
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