Research output per year
Research output per year
Search results
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2018
A large margin algorithm for automated segmentation of white matter hyperintensity
Qin, C., Guerrero, R., Bowles, C., Chen, L., Dickie, D. A., Valdes-Hernandez, M. D. C., Wardlaw, J. & Rueckert, D., 31 May 2018, In: Pattern Recognition. 77, p. 150-159 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
The Brain Health Index: Towards a combined measure of neurovascular and neurodegenerative structural brain injury
Dickie, D. A., Valdes Hernandez, M., Makin, S., Staals, J., Wiseman, S., Bastin, M. & Wardlaw, J., 19 Apr 2018, (E-pub ahead of print) In: International Journal of Stroke.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Segmentation of White Matter Hyperintensities using Convolutional Neural Networks with Global Spatial Information in Routine Clinical Brain MRI with None or Mild Vascular Pathology
Alzheimer's Disease Neuroimaging Initiative, Rachmadi, M., Valdes Hernandez, M., Agan, M. L. F., Di Perri, C. & Komura, T., 17 Feb 2018, (E-pub ahead of print) In: Computerized Medical Imaging and Graphics.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
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., Valdes-Hernandez, M. C., Dickie, D. A., Wardlaw, J. & Rueckert, D., 2018, In: NeuroImage: Clinical. 17, p. 918-934 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2017
Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology
Alzheimer’s Disease Neuroimaging Initiative, Rachmadi, M., Valdes Hernandez, M., Agan, M. L. F. & Komura, T., 14 Dec 2017, (E-pub ahead of print) In: Journal of Imaging .Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Metric to quantify white matter damage on brain magnetic resonance images
Valdes Hernandez, M., Chappell, F., Muñoz Maniega, S., Dickie, D. A., Royle, N., Morrison, Z., Anblagan, D., Sakka, E., Armitage, P., Bastin, M., Deary, I. & Wardlaw, J., 16 Aug 2017, (E-pub ahead of print) In: Neuroradiology.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Brain Lesion Segmentation through Image Synthesis and Outlier Detection
Bowles, C., Qin, C., Guerrero, R., Gunn, R., Hammers, A., Dickie, D. A., Valdes Hernandez, M., Wardlaw, J. & Rueckert, D., 2017, In: NeuroImage: Clinical. 16, p. 643-658Research output: Contribution to journal › Article › peer-review
Open AccessFile