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Learning non-linear patch embeddings with neural networks for label fusion.
Sanroma G, Benkarim OM, Piella G, Camara O, Wu G, Shen D, Gispert JD, Molinuevo JL, González Ballester MA; Alzheimer’s Disease Neuroimaging Initiative. Sanroma G, et al. Med Image Anal. 2018 Feb;44:143-155. doi: 10.1016/j.media.2017.11.013. Epub 2017 Dec 2. Med Image Anal. 2018. PMID: 29247877 Free PMC article.
Patch spaces and fusion strategies in patch-based label fusion.
Benkarim OM, Piella G, Hahner N, Eixarch E, González Ballester MA, Sanroma G. Benkarim OM, et al. Among authors: sanroma g. Comput Med Imaging Graph. 2019 Jan;71:79-89. doi: 10.1016/j.compmedimag.2018.11.004. Epub 2018 Dec 6. Comput Med Imaging Graph. 2019. PMID: 30553173
Global and Regional Changes in Cortical Development Assessed by MRI in Fetuses with Isolated Nonsevere Ventriculomegaly Correlate with Neonatal Neurobehavior.
Hahner N, Benkarim OM, Aertsen M, Perez-Cruz M, Piella G, Sanroma G, Bargallo N, Deprest J, Gonzalez Ballester MA, Gratacos E, Eixarch E. Hahner N, et al. Among authors: sanroma g. AJNR Am J Neuroradiol. 2019 Sep;40(9):1567-1574. doi: 10.3174/ajnr.A6165. AJNR Am J Neuroradiol. 2019. PMID: 31467239 Free PMC article.
Fetal cortical surface atlas parcellation based on growth patterns.
Xia J, Wang F, Benkarim OM, Sanroma G, Piella G, González Ballester MA, Hahner N, Eixarch E, Zhang C, Shen D, Li G. Xia J, et al. Among authors: sanroma g. Hum Brain Mapp. 2019 Sep;40(13):3881-3899. doi: 10.1002/hbm.24637. Epub 2019 May 20. Hum Brain Mapp. 2019. PMID: 31106942 Free PMC article.
Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding.
Benkarim OM, Sanroma G, Piella G, Rekik I, Hahner N, Eixarch E, Gonzélez Ballester MA, Shen D, Li G. Benkarim OM, et al. Among authors: sanroma g. Med Image Comput Comput Assist Interv. 2018 Sep;11072:620-627. doi: 10.1007/978-3-030-00931-1_71. Epub 2018 Sep 13. Med Image Comput Comput Assist Interv. 2018. PMID: 31263804 Free PMC article.
23 results