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Page 1
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis 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, Prabhakar C, de la Rosa E, 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, Lal-Trehan Estrada UM, 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: shit s. ArXiv [Preprint]. 2024 Apr 29:arXiv:2312.17670v3. ArXiv. 2024. PMID: 38235066 Free PMC article. Preprint.
Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles.
Kofler F, Ezhov I, Fidon L, Pirkl CM, Paetzold JC, Burian E, Pati S, El Husseini M, Navarro F, Shit S, Kirschke J, Bakas S, Zimmer C, Wiestler B, Menze BH. Kofler F, et al. Among authors: shit s. Front Neurosci. 2021 Dec 30;15:752780. doi: 10.3389/fnins.2021.752780. eCollection 2021. Front Neurosci. 2021. PMID: 35035351 Free PMC article.
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models.
Ezhov I, Mot T, Shit S, Lipkova J, Paetzold JC, Kofler F, Pellegrini C, Kollovieh M, Navarro F, Li H, Metz M, Wiestler B, Menze B. Ezhov I, et al. Among authors: shit s. IEEE Trans Med Imaging. 2022 May;41(5):1269-1278. doi: 10.1109/TMI.2021.3136582. Epub 2022 May 2. IEEE Trans Med Imaging. 2022. PMID: 34928790
SRflow: Deep learning based super-resolution of 4D-flow MRI data.
Shit S, Zimmermann J, Ezhov I, Paetzold JC, Sanches AF, Pirkl C, Menze BH. Shit S, et al. Front Artif Intell. 2022 Aug 12;5:928181. doi: 10.3389/frai.2022.928181. eCollection 2022. Front Artif Intell. 2022. PMID: 36034591 Free PMC article.
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B. Ezhov I, et al. Among authors: shit s. Med Image Anal. 2023 Jan;83:102672. doi: 10.1016/j.media.2022.102672. Epub 2022 Nov 5. Med Image Anal. 2023. PMID: 36395623
The Liver Tumor Segmentation Benchmark (LiTS).
Bilic P, Christ P, Li HB, Vorontsov E, Ben-Cohen A, Kaissis G, Szeskin A, Jacobs C, Mamani GEH, Chartrand G, Lohöfer F, Holch JW, Sommer W, Hofmann F, Hostettler A, Lev-Cohain N, Drozdzal M, Amitai MM, Vivanti R, Sosna J, Ezhov I, Sekuboyina A, Navarro F, Kofler F, Paetzold JC, Shit S, Hu X, Lipková J, Rempfler M, Piraud M, Kirschke J, Wiestler B, Zhang Z, Hülsemeyer C, Beetz M, Ettlinger F, Antonelli M, Bae W, Bellver M, Bi L, Chen H, Chlebus G, Dam EB, Dou Q, Fu CW, Georgescu B, Giró-I-Nieto X, Gruen F, Han X, Heng PA, Hesser J, Moltz JH, Igel C, Isensee F, Jäger P, Jia F, Kaluva KC, Khened M, Kim I, Kim JH, Kim S, Kohl S, Konopczynski T, Kori A, Krishnamurthi G, Li F, Li H, Li J, Li X, Lowengrub J, Ma J, Maier-Hein K, Maninis KK, Meine H, Merhof D, Pai A, Perslev M, Petersen J, Pont-Tuset J, Qi J, Qi X, Rippel O, Roth K, Sarasua I, Schenk A, Shen Z, Torres J, Wachinger C, Wang C, Weninger L, Wu J, Xu D, Yang X, Yu SC, Yuan Y, Yue M, Zhang L, Cardoso J, Bakas S, Braren R, Heinemann V, Pal C, Tang A, Kadoury S, Soler L, van Ginneken B, Greenspan H, Joskowicz L, Menze B. Bilic P, et al. Among authors: shit s. Med Image Anal. 2023 Feb;84:102680. doi: 10.1016/j.media.2022.102680. Epub 2022 Nov 17. Med Image Anal. 2023. PMID: 36481607 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: shit s. IEEE Trans Med Imaging. 2024 Jun;43(6):2074-2085. doi: 10.1109/TMI.2024.3356180. Epub 2024 Jun 3. IEEE Trans Med Imaging. 2024. PMID: 38241120
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge.
Timmins KM, van der Schaaf IC, Bennink E, Ruigrok YM, An X, Baumgartner M, Bourdon P, De Feo R, Noto TD, Dubost F, Fava-Sanches A, Feng X, Giroud C, Group I, Hu M, Jaeger PF, Kaiponen J, Klimont M, Li Y, Li H, Lin Y, Loehr T, Ma J, Maier-Hein KH, Marie G, Menze B, Richiardi J, Rjiba S, Shah D, Shit S, Tohka J, Urruty T, Walińska U, Yang X, Yang Y, Yin Y, Velthuis BK, Kuijf HJ. Timmins KM, et al. Among authors: shit s. Neuroimage. 2021 Sep;238:118216. doi: 10.1016/j.neuroimage.2021.118216. Epub 2021 May 27. Neuroimage. 2021. PMID: 34052465 Free article.
43 results