Eugenio Iglesias

Eugenio Iglesias

Postdoctoral Researcher
Marie Curie Fellowship 2015-2017

Medical image analysis, machine learning, brain MRI

Tel.: +34 943 309 300 (ext. 220)
personal web page:


  • Iglesias, J.E., Van Leemput, K., Augustinack, J., Insausti, R., Fischl, B., & Reuter, M., ( In Press ) Bayesian longitudinal segmentation of hippocampal substructures in brain MRI using subject-specific atlases. Neuroimage.
  • Glocker, B., Konukoglu, E., Lavdas I, Iglesias, J.E., Aboagye, E.O., Rockall, A.G., & Rueckert, D., ( In Press ) Correction of Fat-Water Swaps in Dixon MRI Medical Image Computing and Computer Assisted Intervention (MICCAI).
  • Puonti, O., Iglesias, J.E., & Van Leemput, K. , ( In Press ) Fast and Sequence-Adaptive Whole-Brain Segmentation Using Parametric Bayesian Modeling. Neuroimage.
  • Ho, N.F., Iglesias, J.E., Sum, M.Y., Kuswanto, C., Sitoh, Y.Y., Souza, J., Hong, Z., Fischl, B., Roffman, J., Zhou, J., Sim, K., & Holt, D., ( In Press ) Progression from selective to general involvement of hippocampal subfields in schizophrenia. Molecular Psychiatry.
  • Cantero, J.L., Iglesias, J.E., Van Leemput, K., & Atienza, M., ( In Press ) Regional Hippocampal Atrophy and Higher Levels of Plasma Amyloid-Beta Are Associated With Subjective Memory Complaints in Nondemented Elderly Subjects. The journals of gerontology. Series A, Biological sciences and medical sciences. Doi:10.1093/gerona/glw022
  • Iglesias, J.E., Paz-Alonso, P.M., Lerma-Usabiaga, G., Insausti, R., Miller, K., & Caballero-Gaudes, C., ( In Press ) Simultaneous Bayesian correction of slab boundary artifacts and bias field for high resolution ex vivo MRI. IEEE International Symposium on Biomedical Imaging (ISBI).
  • Lerma-Usabiaga, G., Iglesias, J.E., Insausti, R., Greve, D.N., & Paz-Alonso, P.M., ( 2016 ) Automated Segmentation of the Human Hippocampus Along Its Longitudinal Axis. Human Brain Mapping, 37:9, 3353–3367. Doi: 10.1002/hbm.23245
  • Whelan, C.D., Hibar, D.P., van Velzen, L.S., Zannas, A.S., Carrillo-Roa, T., McMahon, K., Prasad, G., Kelly, S., Faskowitz, J., de Zubiracay, G., Iglesias, J.E., van Erp, T.G.M., Frodl, T., Martin, N.G., Wright, M.J., Jahanshad, N., Schmaal, L., Sämann, P.G., Thompson, P.M., for the ADNI., ( 2016 ) Heritability and reliability of automatically segmented human hippocampal formation subregions. Neuroimage, 128, 125–137. doi:10.1016/j.neuroimage.2015.12.039
  • Iglesias, J.E., Augustinack, J.C., Nguyen, K., Player, C.M., Player, A., Wright, M., Roy, N., Frosch, M.P., McKee, A.C., Wald, L.L., Fischl, B., & Van Leemput, K., ( 2015 ) A computational atlas of the hippocampal formation using ex vivo, ultra-high resolution MRI: Application to adaptive segmentation of in vivo MRI. Neuroimage, 115, 15, 117–137. Doi:10.1016/j.neuroimage.2015.04.042.
  • Aganj, I., Iglesias, J.E., Reuter, M., Sabuncu, M.R. & Fischl, B., ( 2015 ) Mid-space-independent symmetric data term for pairwise deformable image registration. Medical Image Computing and Computer Assisted Intervention (MICCAI), 9350, 263-271. DOI: 10.1007/978-3-319-24571-3_32
  • Iglesias, J.E., & Sabuncu, M.R., ( 2015 ) Multi-Atlas Segmentation of Biomedical Images: A Survey. Medical Image Analysis. 24(1), 205-219. doi:10.1016/
  • Sacchet, M., Livermore, E.E., Iglesias, J.E., Glover, G.H., & Gotlib, I.H, ( 2015 ) Subcortical Volumes Differentiate Major Depressive Disorder, Bipolar Disorder, and Remitted Major Depressive Disorder. Journal of Psychiatric Research. 68, 91-98. doi:10.1016/j.jpsychires.2015.06.002.
  • Iglesias, J.E., Sabuncu, M.R., Aganj, I., Bhatt, P., Casillas, C., Salat, D., Boxer, D., Fischl, B., & Ven Leemput, K., ( 2015 ) An algorithm for optimal fusion of atlases with different labeling protocols. Neuroimage, 106, 451–463. doi: 10.1016/j.neuroimage.2014.11.031.
  • Iglesias, J.E., Leemput, K.V., Bhatt, P., Casillas, C., Dutt, S., Schuff, N., Truran-Sacrey, D., Boxer, A., & Fischl, B., for the Alzheimer's Disease Neuroimaging Initiative., ( 2015 ) Bayesian segmentation of brainstem structures in MRI. Neuroimage, 113, 184–195. doi:10.1016/j.neuroimage.2015.02.065.
  • Yushkevich, P.A., Amaral, R.S.C., Augustinack, J.C., Bender, A.R., Bernstein, J.D., Boccardi, M., Bocchetta, M., Burggren, A.C., Carr, V.A., Chakravarty, M.M., Chetelat, G., Daugherty, A.M., Davachi, L., Ding, S., Ekstrom, A., Geerlings, M.I., Hassan, A., Huang, Y., Iglesias, J.E., La Joie, R., Kerchner, G.A., LaRocque, K.F., Libby, L.A., Malykhin, N., Mueller, S.G., Olsen, R.K., Palombo, D.J., Parekh, M.B., Pluta, J.B., Preston, A.R., Pruessner, J.C., Ranganath, C., Raz, N., Schlichting, M.L., Schoemaker, D., Singh, S., Stark, C.E.L., Suthana, N., Tompary, A., Turowski, M.M., Van Leemput, K., Wagner, A.D., Wang, L., Winterburn, J.L., Wisse, L.E.M., Yassa, M.A., & Zeineh, M.M. for the Hippocampal Subfields Group (HSG)., ( 2015 ) Quantitative Comparison of 21 Protocols for Labeling Hippocampal Subfields and Parahippocampal Subregions in In Vivo MRI: Towards a Harmonized Segmentation Protocol. Neuroimage, 111, 526-541. doi:10.1016/j.neuroimage.2015.01.004.
  • Thode Larsen, C., Iglesias, J.E., & Van Leemput, K., ( 2014 ) N3 Bias Field Correction Explained as a Bayesian Modeling Method. Lecture Notes in Computer Science, Vol. 8677 (Bayesian and graphical Models for Biomedical Imaging), 1-12.
  • Iglesias, J.E., Sabuncu, M.R., & Van Leemput, K., ( 2013 ) A Unified Framework for Cross-modality Multi-atlas Segmentation of Brain MRI Medical Image Analysis, 17(8), 1181-1191.
  • Liu, C.Y., Iglesias, J.E., & Tu, Z., ( 2013 ) Deformable Templates Guided Discriminative Models for Robust 3D Brain MRI Segmentation Neuroinformatics, 11(4), 447-468.
  • Iglesias, J.E., Sabuncu, M.R., Van Leemput, K., ( 2013 ) Improved Inference in Bayesian Segmentation Using Monte Carlo Sampling: Application to Hippocampal Subfield Volumetry Medical Image Analysis (special issue MICCAI 2012), 17(7), 766-778.
  • Iglesias, J.E., Thompson, P., Liu, C.Y., & Tu, Z., ( 2012 ) Fast Approximate Stochastic Tractography Neuroinformatics, 10(1), 5-17.
  • Iglesias, J.E., Thompson, P., Zhao, A., & Tu, Z., ( 2011 ) Modeling diffusion-weighted MRI as a spatially-variant Gaussian mixture: application to image denoising Medical Physics, 38(7), 4350-4364.
  • Iglesias, J.E., Liu, C.Y., Thompson, P., & Tu, Z., ( 2011 ) Robust Brain Extraction Across Datasets and Comparison with Publicly Available Methods IEEE Transactions on Medical Imaging, 30(9), 1617-1634.
  • Iglesias, J.E., & Karssemeijer, N., ( 2009 ) Robust Initial Detection of Landmarks in Film-Screen Mammograms Using Multiple FFDM Atlases IEEE Transactions on Medical Imaging, 28(11), pp. 1815-1824, November 2009.
  • Del Rio, G., Iglesias, J.E., Martinez, J., ( 2007 ) A comparison of floorplan design strategies in Architecture and Engineering Automation in Construction, 16(5), August 2007, 559-568.
  • Del Rio,G., Martinez, J., & Iglesias, J.E., ( 2007 ) A multidisciplinary model for floorplan design International Journal of Production Research, 45(15), August 2007, 3457-3476.
  • Iglesias, J.E., & de Bruijne, M., ( 2007 ) Semi-automatic segmentation of vertebrae in lateral X-rays using a conditional shape model Academic Radiology, 14(10), 1156-1165.