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Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images.
Rachmadi MF, Valdés-Hernández MDC, Li H, Guerrero R, Meijboom R, Wiseman S, Waldman A, Zhang J, Rueckert D, Wardlaw J, Komura T. Rachmadi MF, et al. Among authors: li h. Comput Med Imaging Graph. 2020 Jan;79:101685. doi: 10.1016/j.compmedimag.2019.101685. Epub 2019 Nov 27. Comput Med Imaging Graph. 2020. PMID: 31846826
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.
Kuijf HJ, Biesbroek JM, De Bresser J, Heinen R, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso MJ, Casamitjana A, Collins DL, Dadar M, Georgiou A, Ghafoorian M, Jin D, Khademi A, Knight J, Li H, Llado X, Luna M, Mahmood Q, McKinley R, Mehrtash A, Ourselin S, Park BY, Park H, Park SH, Pezold S, Puybareau E, Rittner L, Sudre CH, Valverde S, Vilaplana V, Wiest R, Xu Y, Xu Z, Zeng G, Zhang J, Zheng G, Chen C, van der Flier W, Barkhof F, Viergever MA, Biessels GJ. Kuijf HJ, et al. Among authors: li h. IEEE Trans Med Imaging. 2019 Nov;38(11):2556-2568. doi: 10.1109/TMI.2019.2905770. Epub 2019 Mar 19. IEEE Trans Med Imaging. 2019. PMID: 30908194 Free PMC article.
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge.
Zhuang X, Xu J, Luo X, Chen C, Ouyang C, Rueckert D, Campello VM, Lekadir K, Vesal S, RaviKumar N, Liu Y, Luo G, Chen J, Li H, Ly B, Sermesant M, Roth H, Zhu W, Wang J, Ding X, Wang X, Yang S, Li L. Zhuang X, et al. Among authors: li h, li l. Med Image Anal. 2022 Oct;81:102528. doi: 10.1016/j.media.2022.102528. Epub 2022 Jul 9. Med Image Anal. 2022. PMID: 35834896 Free article.
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: li h. Med Image Anal. 2021 Oct;73:102166. doi: 10.1016/j.media.2021.102166. Epub 2021 Jul 22. Med Image Anal. 2021. PMID: 34340104
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. 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.
Learning residual motion correction for fast and robust 3D multiparametric MRI.
Pirkl CM, Cencini M, Kurzawski JW, Waldmannstetter D, Li H, Sekuboyina A, Endt S, Peretti L, Donatelli G, Pasquariello R, Costagli M, Buonincontri G, Tosetti M, Menzel MI, Menze BH. Pirkl CM, et al. Among authors: li h. Med Image Anal. 2022 Apr;77:102387. doi: 10.1016/j.media.2022.102387. Epub 2022 Feb 7. Med Image Anal. 2022. PMID: 35180675 Free article.
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