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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: leger s. Radiology. 2020 May;295(2):328-338. doi: 10.1148/radiol.2020191145. Epub 2020 Mar 10. Radiology. 2020. PMID: 32154773 Free PMC article.
FDG uptake in normal tissues assessed by PET during treatment has prognostic value for treatment results in head and neck squamous cell carcinomas undergoing radiochemotherapy.
Zschaeck S, Löck S, Leger S, Haase R, Bandurska-Luque A, Appold S, Kotzerke J, Zips D, Richter C, Gudziol V, Schreiber A, Zöphel K, Baumann M, Krause M. Zschaeck S, et al. Among authors: leger s. Radiother Oncol. 2017 Mar;122(3):437-444. doi: 10.1016/j.radonc.2017.01.019. Epub 2017 Feb 17. Radiother Oncol. 2017. PMID: 28222892
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. Sci Rep. 2017 Oct 16;7(1):13206. doi: 10.1038/s41598-017-13448-3. Sci Rep. 2017. PMID: 29038455 Free PMC article.
Assessing robustness of radiomic features by image perturbation.
Zwanenburg A, Leger S, Agolli L, Pilz K, Troost EGC, Richter C, Löck S. Zwanenburg A, et al. Among authors: leger s. Sci Rep. 2019 Jan 24;9(1):614. doi: 10.1038/s41598-018-36938-4. Sci Rep. 2019. PMID: 30679599 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: leger k, leger s. 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: leger s. 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: leger k. Cancers (Basel). 2020 Oct 19;12(10):3047. doi: 10.3390/cancers12103047. Cancers (Basel). 2020. PMID: 33086761 Free PMC article.
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge.
Roß T, Reinke A, Full PM, Wagner M, Kenngott H, Apitz M, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Arbeláez P, Bian GB, Bodenstedt S, Bolmgren JL, Bravo-Sánchez L, Chen HB, González C, Guo D, Halvorsen P, Heng PA, Hosgor E, Hou ZG, Isensee F, Jha D, Jiang T, Jin Y, Kirtac K, Kletz S, Leger S, Li Z, Maier-Hein KH, Ni ZL, Riegler MA, Schoeffmann K, Shi R, Speidel S, Stenzel M, Twick I, Wang G, Wang J, Wang L, Wang L, Zhang Y, Zhou YJ, Zhu L, Wiesenfarth M, Kopp-Schneider A, Müller-Stich BP, Maier-Hein L. Roß T, et al. Among authors: leger s. Med Image Anal. 2021 May;70:101920. doi: 10.1016/j.media.2020.101920. Epub 2020 Nov 28. Med Image Anal. 2021. PMID: 33676097 Free article.
123 results