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Automatic detection of lesion load change in Multiple Sclerosis using convolutional neural networks with segmentation confidence.
McKinley R, Wepfer R, Grunder L, Aschwanden F, Fischer T, Friedli C, Muri R, Rummel C, Verma R, Weisstanner C, Wiestler B, Berger C, Eichinger P, Muhlau M, Reyes M, Salmen A, Chan A, Wiest R, Wagner F. McKinley R, et al. Neuroimage Clin. 2020;25:102104. doi: 10.1016/j.nicl.2019.102104. Epub 2019 Dec 9. Neuroimage Clin. 2020. PMID: 31927500 Free PMC article.
Automatic quality control in clinical (1)H MRSI of brain cancer.
Pedrosa de Barros N, McKinley R, Knecht U, Wiest R, Slotboom J. Pedrosa de Barros N, et al. Among authors: mckinley r. NMR Biomed. 2016 May;29(5):563-75. doi: 10.1002/nbm.3470. Epub 2016 Feb 29. NMR Biomed. 2016. PMID: 27071355
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: mckinley r. 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.
Fully automated stroke tissue estimation using random forest classifiers (FASTER).
McKinley R, Häni L, Gralla J, El-Koussy M, Bauer S, Arnold M, Fischer U, Jung S, Mattmann K, Reyes M, Wiest R. McKinley R, et al. J Cereb Blood Flow Metab. 2017 Aug;37(8):2728-2741. doi: 10.1177/0271678X16674221. Epub 2016 Jan 1. J Cereb Blood Flow Metab. 2017. PMID: 27798267 Free PMC article.
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure.
Commowick O, Istace A, Kain M, Laurent B, Leray F, Simon M, Pop SC, Girard P, Améli R, Ferré JC, Kerbrat A, Tourdias T, Cervenansky F, Glatard T, Beaumont J, Doyle S, Forbes F, Knight J, Khademi A, Mahbod A, Wang C, McKinley R, Wagner F, Muschelli J, Sweeney E, Roura E, Lladó X, Santos MM, Santos WP, Silva-Filho AG, Tomas-Fernandez X, Urien H, Bloch I, Valverde S, Cabezas M, Vera-Olmos FJ, Malpica N, Guttmann C, Vukusic S, Edan G, Dojat M, Styner M, Warfield SK, Cotton F, Barillot C. Commowick O, et al. Among authors: mckinley r. Sci Rep. 2018 Sep 12;8(1):13650. doi: 10.1038/s41598-018-31911-7. Sci Rep. 2018. PMID: 30209345 Free PMC article.
274 results