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A Learnable Prior Improves Inverse Tumor Growth Modeling.
Weidner J, Ezhov I, Balcerak M, Metz MC, Litvinov S, Kaltenbach S, Feiner L, Lux L, Kofler F, Lipkova J, Latz J, Rueckert D, Menze B, Wiestler B. Weidner J, et al. Among authors: ezhov i. ArXiv [Preprint]. 2024 Mar 7:arXiv:2403.04500v1. ArXiv. 2024. PMID: 38495563 Free PMC article. Preprint.
Toward image-based personalization of glioblastoma therapy: A clinical and biological validation study of a novel, deep learning-driven tumor growth model.
Metz MC, Ezhov I, Peeken JC, Buchner JA, Lipkova J, Kofler F, Waldmannstetter D, Delbridge C, Diehl C, Bernhardt D, Schmidt-Graf F, Gempt J, Combs SE, Zimmer C, Menze B, Wiestler B. Metz MC, et al. Among authors: ezhov i. Neurooncol Adv. 2023 Dec 27;6(1):vdad171. doi: 10.1093/noajnl/vdad171. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38435962 Free PMC article.
Machine learning analysis of human skin by optoacoustic mesoscopy for automated extraction of psoriasis and aging biomarkers.
He H, Paetzold JC, Borner N, Riedel E, Gerl S, Schneider S, Fisher C, Ezhov I, Shit S, Li H, Ruckert D, Aguirre J, Biedermann T, Darsow U, Menze B, Ntziachristos V. He H, et al. Among authors: ezhov i. IEEE Trans Med Imaging. 2024 Jan 19;PP. doi: 10.1109/TMI.2024.3356180. Online ahead of print. IEEE Trans Med Imaging. 2024. PMID: 38241120
TopCoW: Benchmarking Topology-Aware Anatomical Segmentation of the Circle of Willis (CoW) for CTA and MRA.
Yang K, Musio F, Ma Y, Juchler N, Paetzold JC, Al-Maskari R, Höher L, Li HB, Hamamci IE, Sekuboyina A, Shit S, Huang H, Waldmannstetter D, Kofler F, Navarro F, Menten M, Ezhov I, Rueckert D, Vos I, Ruigrok Y, Velthuis B, Kuijf H, Hämmerli J, Wurster C, Bijlenga P, Westphal L, Bisschop J, Colombo E, Baazaoui H, Makmur A, Hallinan J, Wiestler B, Kirschke JS, Wiest R, Montagnon E, Letourneau-Guillon L, Galdran A, Galati F, Falcetta D, Zuluaga MA, Lin C, Zhao H, Zhang Z, Ra S, Hwang J, Park H, Chen J, Wodzinski M, Müller H, Shi P, Liu W, Ma T, Yalçin C, Hamadache RE, Salvi J, Llado X, Maria Lal-Trehan Estrada U, Abramova V, Giancardo L, Oliver A, Liu J, Huang H, Cui Y, Lin Z, Liu Y, Zhu S, Patel TR, Tutino VM, Orouskhani M, Wang H, Mossa-Basha M, Zhu C, Rokuss MR, Kirchhoff Y, Disch N, Holzschuh J, Isensee F, Maier-Hein K, Sato Y, Hirsch S, Wegener S, Menze B. Yang K, et al. Among authors: ezhov i. ArXiv [Preprint]. 2024 Jan 18:arXiv:2312.17670v2. ArXiv. 2024. PMID: 38235066 Free PMC article. Preprint.
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
Sudre CH, Van Wijnen K, Dubost F, Adams H, Atkinson D, Barkhof F, Birhanu MA, Bron EE, Camarasa R, Chaturvedi N, Chen Y, Chen Z, Chen S, Dou Q, Evans T, Ezhov I, Gao H, Girones Sanguesa M, Gispert JD, Gomez Anson B, Hughes AD, Ikram MA, Ingala S, Jaeger HR, Kofler F, Kuijf HJ, Kutnar D, Lee M, Li B, Lorenzini L, Menze B, Molinuevo JL, Pan Y, Puybareau E, Rehwald R, Su R, Shi P, Smith L, Tillin T, Tochon G, Urien H, van der Velden BHM, van der Velpen IF, Wiestler B, Wolters FJ, Yilmaz P, de Groot M, Vernooij MW, de Bruijne M; ALFA study. Sudre CH, et al. Among authors: ezhov i. Med Image Anal. 2024 Jan;91:103029. doi: 10.1016/j.media.2023.103029. Epub 2023 Nov 19. Med Image Anal. 2024. PMID: 37988921 Free article.
Identifying core MRI sequences for reliable automatic brain metastasis segmentation.
Buchner JA, Peeken JC, Etzel L, Ezhov I, Mayinger M, Christ SM, Brunner TB, Wittig A, Menze BH, Zimmer C, Meyer B, Guckenberger M, Andratschke N, El Shafie RA, Debus J, Rogers S, Riesterer O, Schulze K, Feldmann HJ, Blanck O, Zamboglou C, Ferentinos K, Bilger A, Grosu AL, Wolff R, Kirschke JS, Eitz KA, Combs SE, Bernhardt D, Rueckert D, Piraud M, Wiestler B, Kofler F. Buchner JA, et al. Among authors: ezhov i. Radiother Oncol. 2023 Nov;188:109901. doi: 10.1016/j.radonc.2023.109901. Epub 2023 Sep 7. Radiother Oncol. 2023. PMID: 37678623 Free article.
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