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Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study.
Monteiro M, Newcombe VFJ, Mathieu F, Adatia K, Kamnitsas K, Ferrante E, Das T, Whitehouse D, Rueckert D, Menon DK, Glocker B. Monteiro M, et al. Among authors: glocker b. Lancet Digit Health. 2020 Jun;2(6):e314-e322. doi: 10.1016/S2589-7500(20)30085-6. Epub 2020 May 14. Lancet Digit Health. 2020. PMID: 33328125 Free article.
Geodesic patch-based segmentation.
Wang Z, Bhatia KK, Glocker B, Marvao A, Dawes T, Misawa K, Mori K, Rueckert D. Wang Z, et al. Among authors: glocker b. Med Image Comput Comput Assist Interv. 2014;17(Pt 1):666-73. doi: 10.1007/978-3-319-10404-1_83. Med Image Comput Comput Assist Interv. 2014. PMID: 25333176 Free article.
(Hyper)-graphical models in biomedical image analysis.
Paragios N, Ferrante E, Glocker B, Komodakis N, Parisot S, Zacharaki EI. Paragios N, et al. Among authors: glocker b. Med Image Anal. 2016 Oct;33:102-106. doi: 10.1016/j.media.2016.06.028. Epub 2016 Jun 23. Med Image Anal. 2016. PMID: 27377331 Free article.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI.
Maier O, Menze BH, von der Gablentz J, Ḧani L, Heinrich MP, Liebrand M, Winzeck S, Basit A, Bentley P, Chen L, Christiaens D, Dutil F, Egger K, Feng C, Glocker B, Götz M, Haeck T, Halme HL, Havaei M, Iftekharuddin KM, Jodoin PM, Kamnitsas K, Kellner E, Korvenoja A, Larochelle H, Ledig C, Lee JH, Maes F, Mahmood Q, Maier-Hein KH, McKinley R, Muschelli J, Pal C, Pei L, Rangarajan JR, Reza SMS, Robben D, Rueckert D, Salli E, Suetens P, Wang CW, Wilms M, Kirschke JS, Kr Amer UM, Münte TF, Schramm P, Wiest R, Handels H, Reyes M. Maier O, et al. Among authors: glocker b. Med Image Anal. 2017 Jan;35:250-269. doi: 10.1016/j.media.2016.07.009. Epub 2016 Jul 21. Med Image Anal. 2017. PMID: 27475911 Free PMC article.
199 results