Ludovica Griffanti

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Automated Detection

Cerebrospinal Fluid

Classification Algorithm

Top Venues

Frontiers Neuroinformatics

Medical Image Anal.

Publications

Vaanathi Sundaresan, Christoph Arthofer, Giovanna Zamboni, Andrew G. Murchison, Robert A. Dineen, Peter M. Rothwell, Dorothee P. Auer, Chaoyue Wang, Karla L. Miller, Benjamin C. Tendler, Fidel Alfaro-Almagro, Stamatios N. Sotiropoulos, Nikola Sprigg, Ludovica Griffanti, Mark Jenkinson
Automated detection of cerebral microbleeds on MR images using knowledge distillation framework. Frontiers Neuroinformatics 17 (2023)
Jelena Bozek, Ludovica Griffanti, Stephan Lau, Mark Jenkinson
Normative models for neuroimaging markers: Impact of model selection, sample size and evaluation criteria. NeuroImage 268 (2023)
Hossein Rafipoor, Ying-Qiu Zheng, Ludovica Griffanti, Saâd Jbabdi, Michiel Cottaar
Identifying microstructural changes in diffusion MRI; How to circumvent parameter degeneracy. NeuroImage 260 (2022)
Vaanathi Sundaresan, Nicola K. Dinsdale, Mark Jenkinson, Ludovica Griffanti
Omni-Supervised Domain Adversarial Training for White Matter Hyperintensity Segmentation in the UK Biobank. ISBI (2022)
Vaanathi Sundaresan, Christoph Arthofer, Giovanna Zamboni, Robert A. Dineen, Peter M. Rothwell, Stamatios N. Sotiropoulos, Dorothee P. Auer, Daniel J. Tozer, Hugh S. Markus, Karla L. Miller, Iulius Dragonu, Nikola Sprigg, Fidel Alfaro-Almagro, Mark Jenkinson, Ludovica Griffanti
Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning. Frontiers Neuroinformatics 15 (2021)
Vaanathi Sundaresan, Ludovica Griffanti, Mark Jenkinson
Brain tumour segmentation using a triplanar ensemble of U-Nets. CoRR (2021)
Vaanathi Sundaresan, Giovanna Zamboni, Nicola K. Dinsdale, Peter M. Rothwell, Ludovica Griffanti, Mark Jenkinson
Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images. Medical Image Anal. 74 (2021)
Vaanathi Sundaresan, Giovanna Zamboni, Peter M. Rothwell, Mark Jenkinson, Ludovica Griffanti
Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images. Medical Image Anal. 73 (2021)
Valentina Bordin, Ilaria Bertani, Irene Mattioli, Vaanathi Sundaresan, Paul McCarthy, Sana Suri, Eniko Zsoldos, Nicola Filippini, Abda Mahmood, Luca Melazzini, Maria Marcella Laganà, Giovanna Zamboni, Archana Singh-Manoux, Mika Kivimäki, Klaus P. Ebmeier, Giuseppe Baselli, Mark Jenkinson, Clare E. Mackay, Eugene P. Duff, Ludovica Griffanti
Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets. NeuroImage 237 (2021)
Ann-Marie Glasø de Lange, Melis Anatürk, Sana Suri, Tobias Kaufmann, James H. Cole, Ludovica Griffanti, Eniko Zsoldos, Daria E. A. Jensen, Nicola Filippini, Archana Singh-Manoux, Mika Kivimäki, Lars T. Westlye, Klaus P. Ebmeier
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study. NeuroImage 222 (2020)
Vaanathi Sundaresan, Ludovica Griffanti, Mark Jenkinson
Brain Tumour Segmentation Using a Triplanar Ensemble of U-Nets on MR Images. BrainLes@MICCAI (1) (2020)
Vaanathi Sundaresan, Ludovica Griffanti, Petya Kindalova, Fidel Alfaro-Almagro, Giovanna Zamboni, Peter M. Rothwell, Thomas E. Nichols, Mark Jenkinson
Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference. NeuroImage 185 (2019)
Vaanathi Sundaresan, Giovanna Zamboni, Campbell Le Heron, Peter M. Rothwell, Masud Husain, Marco Battaglini, Nicola De Stefano, Mark Jenkinson, Ludovica Griffanti
Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. NeuroImage 202 (2019)
Dominic Carone, G. W. J. Harston, James Garrard, F. De Angeli, Ludovica Griffanti, Thomas W. Okell, Michael A. Chappell, James Kennedy
ICA-based denoising for ASL perfusion imaging. NeuroImage 200 (2019)
Ludovica Griffanti, Mark Jenkinson, Sana Suri, Eniko Zsoldos, Abda Mahmood, Nicola Filippini, Claire E. Sexton, Anya Topiwala, Charlotte Allan, Mika Kivimäki, Archana Singh-Manoux, Klaus P. Ebmeier, Clare E. Mackay, Giovanna Zamboni
Classification and characterization of periventricular and deep white matter hyperintensities on MRI: A study in older adults. NeuroImage 170 (2018)
Fidel Alfaro-Almagro, Mark Jenkinson, Neal K. Bangerter, Jesper L. R. Andersson, Ludovica Griffanti, Gwenaëlle Douaud, Stamatios N. Sotiropoulos, Saâd Jbabdi, Moisés Hernández-Fernández, Emmanuel Vallée, Diego Vidaurre, Matthew A. Webster, Paul McCarthy, Christopher Rorden, Alessandro Daducci, Daniel C. Alexander, Hui Zhang, Iulius Dragonu, Paul M. Matthews, Karla L. Miller, Stephen M. Smith
Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 166 (2018)
Ludovica Griffanti, Gwenaëlle Douaud, Janine D. Bijsterbosch, Stefania Evangelisti, Fidel Alfaro-Almagro, Matthew F. Glasser, Eugene P. Duff, Sean P. Fitzgibbon, Robert Westphal, Davide Carone, Christian F. Beckmann, Stephen M. Smith
Hand classification of fMRI ICA noise components. NeuroImage 154 (2017)
Zobair Arya, Ludovica Griffanti, Clare E. Mackay, Mark Jenkinson
Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRI. MLMI@MICCAI (2016)
Ludovica Griffanti, Giovanna Zamboni, Aamira Khan, Linxin Li, Guendalina Bonifacio, Vaanathi Sundaresan, Ursula G. Schulz, Wilhelm Kuker, Marco Battaglini, Peter M. Rothwell, Mark Jenkinson
BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities. NeuroImage 141 (2016)
Ludovica Griffanti, Michal Rolinski, Konrad Szewczyk-Krolikowski, Ricarda A. Menke, Nicola Filippini, Giovanna Zamboni, Mark Jenkinson, Michele T. M. Hu, Clare E. Mackay
Challenges in the reproducibility of clinical studies with resting state fMRI: An example in early Parkinson's disease. NeuroImage 124 (2016)
Gholamreza Salimi Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, Stephen M. Smith
Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 90 (2014)
Ludovica Griffanti, Gholamreza Salimi Khorshidi, Christian F. Beckmann, Edward J. Auerbach, Gwenaëlle Douaud, Claire E. Sexton, Eniko Zsoldos, Klaus P. Ebmeier, Nicola Filippini, Clare E. Mackay, Steen Moeller, Junqian Xu, Essa Yacoub, Giuseppe Baselli, Kamil Ugurbil, Karla L. Miller, Stephen M. Smith
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 95 (2014)
Stephen M. Smith, Christian F. Beckmann, Jesper L. R. Andersson, Edward J. Auerbach, Janine D. Bijsterbosch, Gwenaëlle Douaud, Eugene P. Duff, David A. Feinberg, Ludovica Griffanti, Michael P. Harms, Michael Kelly, Timothy O. Laumann, Karla L. Miller, Steen Moeller, Steven E. Petersen, Jonathan D. Power, Gholamreza Salimi Khorshidi, Abraham Z. Snyder, An T. Vu, Mark William Woolrich, Junqian Xu, Essa Yacoub, Kamil Ugurbil, David C. Van Essen, Matthew F. Glasser
Resting-state fMRI in the Human Connectome Project. NeuroImage 80 (2013)
Ludovica Griffanti, Francesca Baglio, Maria Giulia Preti, Pietro Cecconi, Marco Rovaris, Giuseppe Baselli, Maria Marcella Laganà
Signal-to-noise ratio of diffusion weighted magnetic resonance imaging: Estimation methods and in vivo application to spinal cord. Biomed. Signal Process. Control. 7 (3) (2012)
Maria Giulia Preti, Nikos Makris, Maria Marcella Laganà, George M. Papadimitriou, Francesca Baglio, Ludovica Griffanti, Raffaello Nemni, Pietro Cecconi, Carl-Fredrik Westin, Giuseppe Baselli
A novel approach of fMRI-guided tractography analysis within a group: Construction of an fMRI-guided tractographic atlas. EMBC (2012)
Maria Giulia Preti, Maria Marcella Laganà, Francesca Baglio, Ludovica Griffanti, Raffaello Nemni, Pietro Cecconi, Giuseppe Baselli
Comparison between skeleton-based and atlas-based approach in the assessment of corpus callosum damages in Mild Cognitive Impairment and Alzheimer Disease. EMBC (2011)