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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: guerrero r. 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
Multiple instance learning for classification of dementia in brain MRI.
Tong T, Wolz R, Gao Q, Guerrero R, Hajnal JV, Rueckert D; Alzheimer’s Disease Neuroimaging Initiative. Tong T, et al. Among authors: guerrero r. Med Image Anal. 2014 Jul;18(5):808-18. doi: 10.1016/j.media.2014.04.006. Epub 2014 May 5. Med Image Anal. 2014. PMID: 24858570
Brain lesion segmentation through image synthesis and outlier detection.
Bowles C, Qin C, Guerrero R, Gunn R, Hammers A, Dickie DA, Valdés Hernández M, Wardlaw J, Rueckert D. Bowles C, et al. Among authors: guerrero r. Neuroimage Clin. 2017 Sep 8;16:643-658. doi: 10.1016/j.nicl.2017.09.003. eCollection 2017. Neuroimage Clin. 2017. PMID: 29868438 Free PMC article.
Differential diagnosis of neurodegenerative diseases using structural MRI data.
Koikkalainen J, Rhodius-Meester H, Tolonen A, Barkhof F, Tijms B, Lemstra AW, Tong T, Guerrero R, Schuh A, Ledig C, Rueckert D, Soininen H, Remes AM, Waldemar G, Hasselbalch S, Mecocci P, van der Flier W, Lötjönen J. Koikkalainen J, et al. Among authors: guerrero r. Neuroimage Clin. 2016 Mar 5;11:435-449. doi: 10.1016/j.nicl.2016.02.019. eCollection 2016. Neuroimage Clin. 2016. PMID: 27104138 Free PMC article.
Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting.
Tong T, Ledig C, Guerrero R, Schuh A, Koikkalainen J, Tolonen A, Rhodius H, Barkhof F, Tijms B, Lemstra AW, Soininen H, Remes AM, Waldemar G, Hasselbalch S, Mecocci P, Baroni M, Lötjönen J, Flier WV, Rueckert D. Tong T, et al. Among authors: guerrero r. Neuroimage Clin. 2017 Jun 12;15:613-624. doi: 10.1016/j.nicl.2017.06.012. eCollection 2017. Neuroimage Clin. 2017. PMID: 28664032 Free PMC article.
676 results