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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. Radiology. 2020 May;295(2):328-338. doi: 10.1148/radiol.2020191145. Epub 2020 Mar 10. Radiology. 2020. PMID: 32154773 Free PMC article.
A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling.
Leger S, Zwanenburg A, Pilz K, Lohaus F, Linge A, Zöphel K, Kotzerke J, Schreiber A, Tinhofer I, Budach V, Sak A, Stuschke M, Balermpas P, Rödel C, Ganswindt U, Belka C, Pigorsch S, Combs SE, Mönnich D, Zips D, Krause M, Baumann M, Troost EGC, Löck S, Richter C. Leger S, et al. Among authors: zwanenburg a. Sci Rep. 2017 Oct 16;7(1):13206. doi: 10.1038/s41598-017-13448-3. Sci Rep. 2017. PMID: 29038455 Free PMC article.
Responsible Radiomics Research for Faster Clinical Translation.
Vallières M, Zwanenburg A, Badic B, Cheze Le Rest C, Visvikis D, Hatt M. Vallières M, et al. Among authors: zwanenburg a. J Nucl Med. 2018 Feb;59(2):189-193. doi: 10.2967/jnumed.117.200501. Epub 2017 Nov 24. J Nucl Med. 2018. PMID: 29175982 Free PMC article. No abstract available.
Why validation of prognostic models matters?
Zwanenburg A, Löck S. Zwanenburg A, et al. Radiother Oncol. 2018 Jun;127(3):370-373. doi: 10.1016/j.radonc.2018.03.004. Epub 2018 Mar 26. Radiother Oncol. 2018. PMID: 29598835
RaCaT: An open source and easy to use radiomics calculator tool.
Pfaehler E, Zwanenburg A, de Jong JR, Boellaard R. Pfaehler E, et al. Among authors: zwanenburg a. PLoS One. 2019 Feb 20;14(2):e0212223. doi: 10.1371/journal.pone.0212223. eCollection 2019. PLoS One. 2019. PMID: 30785937 Free PMC article.
2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.
Starke S, Leger S, Zwanenburg A, Leger K, Lohaus F, Linge A, Schreiber A, Kalinauskaite G, Tinhofer I, Guberina N, Guberina M, Balermpas P, von der Grün J, Ganswindt U, Belka C, Peeken JC, Combs SE, Boeke S, Zips D, Richter C, Troost EGC, Krause M, Baumann M, Löck S. Starke S, et al. Among authors: zwanenburg a. Sci Rep. 2020 Sep 24;10(1):15625. doi: 10.1038/s41598-020-70542-9. Sci Rep. 2020. PMID: 32973220 Free PMC article.
Comparison of patient stratification by computed tomography radiomics and hypoxia positron emission tomography in head-and-neck cancer radiotherapy.
Socarrás Fernández JA, Mönnich D, Leibfarth S, Welz S, Zwanenburg A, Leger S, Löck S, Pfannenberg C, La Fougère C, Reischl G, Baumann M, Zips D, Thorwarth D. Socarrás Fernández JA, et al. Among authors: zwanenburg a. Phys Imaging Radiat Oncol. 2020 Jul;15:52-59. doi: 10.1016/j.phro.2020.07.003. Phys Imaging Radiat Oncol. 2020. PMID: 33043157 Free PMC article.
49 results