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Page 1
Development and Validation of a Gene Signature for Patients with Head and Neck Carcinomas Treated by Postoperative Radio(chemo)therapy.
Schmidt S, Linge A, Zwanenburg A, Leger S, Lohaus F, Krenn C, Appold S, Gudziol V, Nowak A, von Neubeck C, Tinhofer I, Budach V, Sak A, Stuschke M, Balermpas P, Rödel C, Bunea H, Grosu AL, Abdollahi A, Debus J, Ganswindt U, Belka C, Pigorsch S, Combs SE, Mönnich D, Zips D, Baretton GB, Buchholz F, Baumann M, Krause M, Löck S; DKTK-ROG. Schmidt S, et al. Among authors: zwanenburg a. Clin Cancer Res. 2018 Mar 15;24(6):1364-1374. doi: 10.1158/1078-0432.CCR-17-2345. Epub 2018 Jan 3. Clin Cancer Res. 2018. PMID: 29298797
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.
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
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.
Comprehensive Analysis of Tumour Sub-Volumes for Radiomic Risk Modelling in Locally Advanced HNSCC.
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, Krause M, Baumann M, Troost EGC, Löck S. Leger S, et al. Among authors: zwanenburg a. Cancers (Basel). 2020 Oct 19;12(10):3047. doi: 10.3390/cancers12103047. Cancers (Basel). 2020. PMID: 33086761 Free PMC article.
An artificial intelligence framework integrating longitudinal electronic health records with real-world data enables continuous pan-cancer prognostication.
Morin O, Vallières M, Braunstein S, Ginart JB, Upadhaya T, Woodruff HC, Zwanenburg A, Chatterjee A, Villanueva-Meyer JE, Valdes G, Chen W, Hong JC, Yom SS, Solberg TD, Löck S, Seuntjens J, Park C, Lambin P. Morin O, et al. Among authors: zwanenburg a. Nat Cancer. 2021 Jul;2(7):709-722. doi: 10.1038/s43018-021-00236-2. Epub 2021 Jul 22. Nat Cancer. 2021. PMID: 35121948
49 results