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Joint EANM/SNMMI guideline on radiomics in nuclear medicine : Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data Sciences Council.
Hatt M, Krizsan AK, Rahmim A, Bradshaw TJ, Costa PF, Forgacs A, Seifert R, Zwanenburg A, El Naqa I, Kinahan PE, Tixier F, Jha AK, Visvikis D. Hatt M, et al. Among authors: zwanenburg a. Eur J Nucl Med Mol Imaging. 2023 Jan;50(2):352-375. doi: 10.1007/s00259-022-06001-6. Epub 2022 Nov 3. Eur J Nucl Med Mol Imaging. 2023. PMID: 36326868 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.
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.
Development of PSMA-PET-guided CT-based radiomic signature to predict biochemical recurrence after salvage radiotherapy.
Spohn SKB, Schmidt-Hegemann NS, Ruf J, Mix M, Benndorf M, Bamberg F, Makowski MR, Kirste S, Rühle A, Nouvel J, Sprave T, Vogel MME, Galitsnaya P, Gschwend JE, Gratzke C, Stief C, Löck S, Zwanenburg A, Trapp C, Bernhardt D, Nekolla SG, Li M, Belka C, Combs SE, Eiber M, Unterrainer L, Unterrainer M, Bartenstein P, Grosu AL, Zamboglou C, Peeken JC. Spohn SKB, et al. Among authors: zwanenburg a. Eur J Nucl Med Mol Imaging. 2023 Jul;50(8):2537-2547. doi: 10.1007/s00259-023-06195-3. Epub 2023 Mar 16. Eur J Nucl Med Mol Imaging. 2023. PMID: 36929180 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.
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII.
Kocak B, Baessler B, Bakas S, Cuocolo R, Fedorov A, Maier-Hein L, Mercaldo N, Müller H, Orlhac F, Pinto Dos Santos D, Stanzione A, Ugga L, Zwanenburg A. Kocak B, et al. Among authors: zwanenburg a. Insights Imaging. 2023 May 4;14(1):75. doi: 10.1186/s13244-023-01415-8. Insights Imaging. 2023. PMID: 37142815 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.
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.
49 results