Edinburgh Research Explorer

Maria Valdes Hernandez

Lecturer in Medical Image Analysis

  1. 2020
  2. Three major dimensions of human brain cortical ageing in relation to cognitive decline across the 8th decade of life

    Cox, S., Harris, M., Ritchie, S. J., Buchanan, C., Valdes Hernandez, M., Corley, J., Taylor, A., Madole, J. W., Harris, S., Whalley, H., McIntosh, A. M., Russ, T. C., Bastin, M. E., Wardlaw, J., Deary, I. & Tucker-Drob, E. M., 30 Nov 2020, (Accepted/In press) In : Molecular Psychiatry.

    Research output: Contribution to journalArticle

  3. Predictive Intelligence in Medicine

    Rekik, I., Adeli, E., Park, S. H. P. & Valdes Hernandez, M., 8 Oct 2020

    Research output: Book/ReportBook

  4. Cerebral small vessel disease genomics and its implications across the lifespan

    Sargurupremraj, M., Suzuki, H., Jian, X., Sarnowski, C., Evans, T. E., Bis, J. C., Eiriksdottir, G., Sakaue, S., Terzikhan, N., Habes, M., Zhao, W., Armstrong, N. J., Hofer, E., Yanek, L. R., Hagenaars, S., Rajan, K. B., van den Akker, E., McWhirter, R. E., Trompet, S., Mishra, A. & 97 others, Saba, Y., Satizabal, C. L., Beaudet, G., Petit, L., Tsuchida, A., Zago, L., Schilling, S., Sigurdsson, S., Gottesman, R. F., Lewis, C. E., Aggarwal, N. T., Lopez, O. L., Smith, J. A., Valdes Hernandez, M., van der Grond, J., Wright, M. J., Knol, M. J., Dörr, M., Thomson, R., Bordes, C., Le Grand, Q., Duperron, M-G., Smith, A. V., Knopman, D. S., Schreiner, P. J., Evans, D. A., Rotter, J. I., Beiser, A. S., Muñoz Maniega, S., Beekman, M., Trollor, J. N., Stott, D. J., Vernooij, M. W., Wittfield, K., Niessen, W. J., Soumaré, A., Boerwinkle, E., Sidney, S. S., Turner, S. T., Davies, G., Thalamuthu, A., Völker, U., Van Buchem, M. A., Bryan, R. N., Dupuis, J., Bastin, M., Ames, D., Teumer, A., Amouyel, P., Kwok, J. B. J., Bülow, R., Deary, I., Schofield, P. R., Brodaty, H., Jiang, J., Tabara, Y., Setoh, K., Miyamoto, S., Yoshida, K., Nagata, M., Kamatani, Y., Matsuda, F., Psaty, B. M., Bennett, D. A., De Jager, P. L., Mosley, T. H., Sachdev, P. S., Schmidt, R., Warren, H. R., Evangelou, E., Trégouët, D. A., Ikram, M. A., Wen, W., DeCarli, C., Srikanth, V. K., Wouter Jukema, J., Slagboom, P. E., Kardia, S. L. R., Okada, Y., Mazoyer, B., Wardlaw, J., Nyquist, P. A., Mather, K. A., Grabe, H. J., Schmidt, H., van Duijn, C., Gudnason, V., Longstreth, W. T., Lenore, L. J., Lathrop, G. M., Campbell, A., Seshadri, S., Tzourio, C., Adams, H. H. H., Matthews, P. M., Fornage, M. & Debette, S., 10 Sep 2020, (Accepted/In press) In : Nature Communications.

    Research output: Contribution to journalArticle

  5. Quantitative measurements of enlarged perivascular spaces in the brain are associated with retinal microvascular parameters in older community-dwelling subjects

    Ballerini, L., McGrory, S., Valdes Hernandez, M., Lovreglio, R., Pellegrini, E., MacGillivray, T., Muñoz Maniega, S., Henderson, R., Taylor, A., Bastin, M., Doubal, F., Trucco, E., Deary, I. & Wardlaw, J., 21 Aug 2020, In : Cerebral Circulation—Cognition and Behavior. 1, 100002.

    Research output: Contribution to journalArticle

  6. A Framework for Jointly Assessing and Reducing Imaging Artefacts Automatically Using Texture Analysis and Total Variation Optimisation for Improving Perivascular Spaces Quantification in Brain Magnetic Resonance Imaging

    Bernal, J., Valdés-hernández, M., Ballerini, L., Escudero, J., Jochems, A. C. C., Clancy, U., Doubal, F. N., Stringer, M. S., Thrippleton, M. J., Touyz, R. M. & Wardlaw, J. M., 8 Jul 2020, Conference on Medical Image Understanding and Analysis (MIUA) 2020. Springer, Vol. 1248. p. 171-183 Chapter 14. (Medical Image Understanding and Analysis; vol. 1248).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  7. Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population

    Ballerini, L., Fetit, A. E., Wunderlich, S., Lovreglio, R., Mcgrory, S., Valdes-hernandez, M., Macgillivray, T., Doubal, F., Deary, I. J., Wardlaw, J. & Trucco, E., 8 Jul 2020, Medical Image Understanding and Analysis. MIUA 2020. Communications in Computer and Information Science. Papież, B., Namburete, A., Yaqub, M. & Noble, J. (eds.). Springer, p. 400-409 Chapter 31. (Medical Image Understanding and Analysis; vol. 1248).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  8. Automatic Spatial Estimation of White Matter Hyperintensities Evolution in Brain MRI using Disease Evolution Predictor Deep Neural Networks

    Rachmadi, M. F., Valdés-hernández, M. D. C., Makin, S., Wardlaw, J. & Komura, T., 1 Jul 2020, In : Medical image analysis. 63, 101712.

    Research output: Contribution to journalArticle

  9. Aging-sensitive networks within the human structural connectome are implicated in late-life cognitive declines.

    Madole, J. W., Ritchie, S. J., Cox, S., Buchanan, C., Valdes Hernandez, M., Muñoz Maniega, S., Wardlaw, J., Harris, M., Bastin, M., Deary, I. & Tucker-Drob, E. M., 15 Jun 2020, In : Biological Psychiatry.

    Research output: Contribution to journalArticle

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