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Items: 20

1.

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.

AJNR Am J Neuroradiol. 2019 Sep;40(9):1567-1574. doi: 10.3174/ajnr.A6165.

PMID:
31467239
2.

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.

Med Image Comput Comput Assist Interv. 2018 Sep;11072:620-627. doi: 10.1007/978-3-030-00931-1_71. Epub 2018 Sep 13.

3.

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.

Hum Brain Mapp. 2019 Sep;40(13):3881-3899. doi: 10.1002/hbm.24637. Epub 2019 May 20.

PMID:
31106942
4.

Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.

Wang L, Nie D, Li G, Puybareau E, Dolz J, Zhang Q, Wang F, Xia J, Wu Z, Chen J, Thung KH, Bui TD, Shin J, Zeng G, Zheng G, Fonov VS, Doyle A, Xu Y, Moeskops P, Pluim JPW, Desrosiers C, Ayed IB, Sanroma G, Benkarim OM, Casamitjana A, Vilaplana V, Lin W, Li G, Shen D.

IEEE Trans Med Imaging. 2019 Feb 27. doi: 10.1109/TMI.2019.2901712. [Epub ahead of print]

PMID:
30835215
5.

Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles.

Martí-Juan G, Sanroma G, Piella G; Alzheimer’s Disease Neuroimaging Initiative and the Alzheimer’s Disease Metabolomics Consortium.

PLoS One. 2019 Mar 4;14(3):e0211121. doi: 10.1371/journal.pone.0211121. eCollection 2019.

6.

Patch spaces and fusion strategies in patch-based label fusion.

Benkarim OM, Piella G, Hahner N, Eixarch E, González Ballester MA, Sanroma G.

Comput Med Imaging Graph. 2019 Jan;71:79-89. doi: 10.1016/j.compmedimag.2018.11.004. Epub 2018 Dec 6.

PMID:
30553173
7.

FETAL CORTICAL PARCELLATION BASED ON GROWTH PATTERNS.

Xia J, Zhang C, Wang F, Benkarim OM, Sanroma G, Piella G, González Balleste MA, Hahner N, Eixarch E, Shen D, Li G.

Proc IEEE Int Symp Biomed Imaging. 2018 Apr;2018:696-699. doi: 10.1109/ISBI.2018.8363669. Epub 2018 May 24.

8.

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation.

Sanroma G, Benkarim OM, Piella G, Lekadir K, Hahner N, Eixarch E, González Ballester MA.

Comput Med Imaging Graph. 2018 Nov;69:52-59. doi: 10.1016/j.compmedimag.2018.08.007. Epub 2018 Aug 28.

PMID:
30176518
9.

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng PA, Cetin I, Lekadir K, Camara O, Gonzalez Ballester MA, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu VA, Krishnamurthi G, Rohe MM, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein KH, Full PM, Wolf I, Engelhardt S, Baumgartner CF, Koch LM, Wolterink JM, Isgum I, Jang Y, Hong Y, Patravali J, Jain S, Humbert O, Jodoin PM.

IEEE Trans Med Imaging. 2018 Nov;37(11):2514-2525. doi: 10.1109/TMI.2018.2837502. Epub 2018 May 17.

PMID:
29994302
10.

Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly.

Benkarim OM, Hahner N, Piella G, Gratacos E, González Ballester MA, Eixarch E, Sanroma G.

Neuroimage Clin. 2018 Jan 28;18:103-114. doi: 10.1016/j.nicl.2018.01.006. eCollection 2018.

11.

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.

Med Image Anal. 2018 Feb;44:143-155. doi: 10.1016/j.media.2017.11.013. Epub 2017 Dec 2.

12.

Discriminative confidence estimation for probabilistic multi-atlas label fusion.

Benkarim OM, Piella G, González Ballester MA, Sanroma G; Alzheimer’s Disease Neuroimaging Initiative.

Med Image Anal. 2017 Dec;42:274-287. doi: 10.1016/j.media.2017.08.008. Epub 2017 Sep 1.

PMID:
28888171
13.

Learning and combining image neighborhoods using random forests for neonatal brain disease classification.

Zimmer VA, Glocker B, Hahner N, Eixarch E, Sanroma G, Gratacós E, Rueckert D, González Ballester MÁ, Piella G.

Med Image Anal. 2017 Dec;42:189-199. doi: 10.1016/j.media.2017.08.004. Epub 2017 Aug 9.

14.

Toward the automatic quantification of in utero brain development in 3D structural MRI: A review.

Benkarim OM, Sanroma G, Zimmer VA, Muñoz-Moreno E, Hahner N, Eixarch E, Camara O, González Ballester MA, Piella G.

Hum Brain Mapp. 2017 May;38(5):2772-2787. doi: 10.1002/hbm.23536. Epub 2017 Feb 14. Review.

PMID:
28195417
15.

MSClique: Multiple Structure Discovery through the Maximum Weighted Clique Problem.

Sanroma G, Penate-Sanchez A, Alquézar R, Serratosa F, Moreno-Noguer F, Andrade-Cetto J, González Ballester MÁ.

PLoS One. 2016 Jan 14;11(1):e0145846. doi: 10.1371/journal.pone.0145846. eCollection 2016.

16.

Building dynamic population graph for accurate correspondence detection.

Du S, Guo Y, Sanroma G, Ni D, Wu G, Shen D.

Med Image Anal. 2015 Dec;26(1):256-67. doi: 10.1016/j.media.2015.10.001. Epub 2015 Oct 22.

17.

A transversal approach for patch-based label fusion via matrix completion.

Sanroma G, Wu G, Gao Y, Thung KH, Guo Y, Shen D.

Med Image Anal. 2015 Aug;24(1):135-148. doi: 10.1016/j.media.2015.06.002. Epub 2015 Jun 20.

18.

Learning-Based Atlas Selection for Multiple-Atlas Segmentation.

Sanroma G, Wu G, Gao Y, Shen D.

Conf Comput Vis Pattern Recognit Workshops. 2014 Jun;2014:3111-3117.

19.

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition.

Wu G, Kim M, Sanroma G, Wang Q, Munsell BC, Shen D; Alzheimer's Disease Neuroimaging Initiative.

Neuroimage. 2015 Feb 1;106:34-46. doi: 10.1016/j.neuroimage.2014.11.025. Epub 2014 Nov 20.

20.

Learning to rank atlases for multiple-atlas segmentation.

Sanroma G, Wu G, Gao Y, Shen D.

IEEE Trans Med Imaging. 2014 Oct;33(10):1939-53. doi: 10.1109/TMI.2014.2327516. Epub 2014 May 30. Erratum in: IEEE Trans Med Imaging. 2014 Nov;33(11):2210.

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