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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.
Instantiated mixed effects modeling of Alzheimer's disease markers.
Guerrero R, Schmidt-Richberg A, Ledig C, Tong T, Wolz R, Rueckert D; Alzheimer's Disease Neuroimaging Initiative (ADNI). Guerrero R, et al. Neuroimage. 2016 Nov 15;142:113-125. doi: 10.1016/j.neuroimage.2016.06.049. Epub 2016 Jul 2. Neuroimage. 2016. PMID: 27381077 Free article.
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge.
Bron EE, Smits M, van der Flier WM, Vrenken H, Barkhof F, Scheltens P, Papma JM, Steketee RM, Méndez Orellana C, Meijboom R, Pinto M, Meireles JR, Garrett C, Bastos-Leite AJ, Abdulkadir A, Ronneberger O, Amoroso N, Bellotti R, Cárdenas-Peña D, Álvarez-Meza AM, Dolph CV, Iftekharuddin KM, Eskildsen SF, Coupé P, Fonov VS, Franke K, Gaser C, Ledig C, Guerrero R, Tong T, Gray KR, Moradi E, Tohka J, Routier A, Durrleman S, Sarica A, Di Fatta G, Sensi F, Chincarini A, Smith GM, Stoyanov ZV, Sørensen L, Nielsen M, Tangaro S, Inglese P, Wachinger C, Reuter M, van Swieten JC, Niessen WJ, Klein S; Alzheimer's Disease Neuroimaging Initiative. Bron EE, et al. Among authors: guerrero r. Neuroimage. 2015 May 1;111:562-79. doi: 10.1016/j.neuroimage.2015.01.048. Epub 2015 Jan 31. Neuroimage. 2015. PMID: 25652394 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.
Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier.
Tolonen A, Rhodius-Meester HFM, Bruun M, Koikkalainen J, Barkhof F, Lemstra AW, Koene T, Scheltens P, Teunissen CE, Tong T, Guerrero R, Schuh A, Ledig C, Baroni M, Rueckert D, Soininen H, Remes AM, Waldemar G, Hasselbalch SG, Mecocci P, van der Flier WM, Lötjönen J. Tolonen A, et al. Among authors: guerrero r. Front Aging Neurosci. 2018 Apr 25;10:111. doi: 10.3389/fnagi.2018.00111. eCollection 2018. Front Aging Neurosci. 2018. PMID: 29922145 Free PMC article.
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.
675 results