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AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.
Li J, Pimentel P, Szengel A, Ehlke M, Lamecker H, Zachow S, Estacio L, Doenitz C, Ramm H, Shi H, Chen X, Matzkin F, Newcombe V, Ferrante E, Jin Y, Ellis DG, Aizenberg MR, Kodym O, Spanel M, Herout A, Mainprize JG, Fishman Z, Hardisty MR, Bayat A, Shit S, Wang B, Liu Z, Eder M, Pepe A, Gsaxner C, Alves V, Zefferer U, von Campe G, Pistracher K, Schafer U, Schmalstieg D, Menze BH, Glocker B, Egger J. Li J, et al. Among authors: shit s. IEEE Trans Med Imaging. 2021 Sep;40(9):2329-2342. doi: 10.1109/TMI.2021.3077047. Epub 2021 Aug 31. IEEE Trans Med Imaging. 2021. PMID: 33939608 Review.
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Sekuboyina A, Husseini ME, Bayat A, Löffler M, Liebl H, Li H, Tetteh G, Kukačka J, Payer C, Štern D, Urschler M, Chen M, Cheng D, Lessmann N, Hu Y, Wang T, Yang D, Xu D, Ambellan F, Amiranashvili T, Ehlke M, Lamecker H, Lehnert S, Lirio M, Olaguer NP, Ramm H, Sahu M, Tack A, Zachow S, Jiang T, Ma X, Angerman C, Wang X, Brown K, Kirszenberg A, Puybareau É, Chen D, Bai Y, Rapazzo BH, Yeah T, Zhang A, Xu S, Hou F, He Z, Zeng C, Xiangshang Z, Liming X, Netherton TJ, Mumme RP, Court LE, Huang Z, He C, Wang LW, Ling SH, Huỳnh LD, Boutry N, Jakubicek R, Chmelik J, Mulay S, Sivaprakasam M, Paetzold JC, Shit S, Ezhov I, Wiestler B, Glocker B, Valentinitsch A, Rempfler M, Menze BH, Kirschke JS. Sekuboyina A, et al. Among authors: shit s. Med Image Anal. 2021 Oct;73:102166. doi: 10.1016/j.media.2021.102166. Epub 2021 Jul 22. Med Image Anal. 2021. PMID: 34340104
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
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 Jan 19;PP. doi: 10.1109/TMI.2024.3356180. Online ahead of print. IEEE Trans Med Imaging. 2024. PMID: 38241120
Automated claustrum segmentation in human brain MRI using deep learning.
Li H, Menegaux A, Schmitz-Koep B, Neubauer A, Bäuerlein FJB, Shit S, Sorg C, Menze B, Hedderich D. Li H, et al. Among authors: shit s. Hum Brain Mapp. 2021 Dec 15;42(18):5862-5872. doi: 10.1002/hbm.25655. Epub 2021 Sep 14. Hum Brain Mapp. 2021. PMID: 34520080 Free PMC article.
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.
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge.
Ivantsits M, Goubergrits L, Kuhnigk JM, Huellebrand M, Bruening J, Kossen T, Pfahringer B, Schaller J, Spuler A, Kuehne T, Jia Y, Li X, Shit S, Menze B, Su Z, Ma J, Nie Z, Jain K, Liu Y, Lin Y, Hennemuth A. Ivantsits M, et al. Among authors: shit s. Med Image Anal. 2022 Apr;77:102333. doi: 10.1016/j.media.2021.102333. Epub 2021 Dec 16. Med Image Anal. 2022. PMID: 34998111
Machine learning analysis of whole mouse brain vasculature.
Todorov MI, Paetzold JC, Schoppe O, Tetteh G, Shit S, Efremov V, Todorov-Völgyi K, Düring M, Dichgans M, Piraud M, Menze B, Ertürk A. Todorov MI, et al. Among authors: shit s. Nat Methods. 2020 Apr;17(4):442-449. doi: 10.1038/s41592-020-0792-1. Epub 2020 Mar 11. Nat Methods. 2020. PMID: 32161395 Free PMC article.
43 results