Guerrero R - Search Results

1

Laplacian Eigenmaps manifold learning for landmark localization in brain MR images.

Guerrero R, Wolz R, Rueckert D. Guerrero R, et al. Med Image Comput Comput Assist Interv. 2011;14(Pt 2):566-73. doi: 10.1007/978-3-642-23629-7_69. Med Image Comput Comput Assist Interv. 2011. PMID: 21995074

2

Manifold population modeling as a neuro-imaging biomarker: application to ADNI and ADNI-GO.

Guerrero R, Wolz R, Rao AW, Rueckert D; Alzheimer's Disease Neuroimaging Initiative (ADNI). Guerrero R, et al. Neuroimage. 2014 Jul 1;94:275-286. doi: 10.1016/j.neuroimage.2014.03.036. Epub 2014 Mar 21. Neuroimage. 2014. PMID: 24657351

3

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

4

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease.

Parisot S, Ktena SI, Ferrante E, Lee M, Guerrero R, Glocker B, Rueckert D. Parisot S, et al. Among authors: guerrero r. Med Image Anal. 2018 Aug;48:117-130. doi: 10.1016/j.media.2018.06.001. Epub 2018 Jun 2. Med Image Anal. 2018. PMID: 29890408 Free article.

5

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.

6

White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks.

Guerrero R, Qin C, Oktay O, Bowles C, Chen L, Joules R, Wolz R, Valdés-Hernández MC, Dickie DA, Wardlaw J, Rueckert D. Guerrero R, et al. Neuroimage Clin. 2017 Dec 20;17:918-934. doi: 10.1016/j.nicl.2017.12.022. eCollection 2018. Neuroimage Clin. 2017. PMID: 29527496 Free PMC article.

7

A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease.

Tong T, Gao Q, Guerrero R, Ledig C, Chen L, Rueckert D, Initiative ADN. Tong T, et al. Among authors: guerrero r. IEEE Trans Biomed Eng. 2017 Jan;64(1):155-165. doi: 10.1109/TBME.2016.2549363. Epub 2016 Apr 1. IEEE Trans Biomed Eng. 2017. PMID: 27046891 Free article.

8

Learning Biomarker Models for Progression Estimation of Alzheimer's Disease.

Schmidt-Richberg A, Ledig C, Guerrero R, Molina-Abril H, Frangi A, Rueckert D; Alzheimer’s Disease Neuroimaging Initiative. Schmidt-Richberg A, et al. Among authors: guerrero r. PLoS One. 2016 Apr 20;11(4):e0153040. doi: 10.1371/journal.pone.0153040. eCollection 2016. PLoS One. 2016. PMID: 27096739 Free PMC article.

9

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.

10

Structural brain imaging in Alzheimer's disease and mild cognitive impairment: biomarker analysis and shared morphometry database.

Ledig C, Schuh A, Guerrero R, Heckemann RA, Rueckert D. Ledig C, et al. Among authors: guerrero r. Sci Rep. 2018 Jul 26;8(1):11258. doi: 10.1038/s41598-018-29295-9. Sci Rep. 2018. PMID: 30050078 Free PMC article.

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