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Ludovica Griffanti
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Books and Theses
- 2014
- [b1]Ludovica Griffanti:
Brain functional connectivity in resting state : methods for networks identification and noise separation in healthy subjects and Alzheimer's disease. Polytechnic University of Milan, Italy, 2014
Journal Articles
- 2023
- [j20]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) - [j19]Jelena Bozek
, Ludovica Griffanti
, Stephan Lau
, Mark Jenkinson
:
Normative models for neuroimaging markers: Impact of model selection, sample size and evaluation criteria. NeuroImage 268: 119864 (2023) - 2022
- [j18]Hossein Rafipoor
, Ying-Qiu Zheng
, Ludovica Griffanti
, Saâd Jbabdi, Michiel Cottaar
:
Identifying microstructural changes in diffusion MRI; How to circumvent parameter degeneracy. NeuroImage 260: 119452 (2022) - 2021
- [j17]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: 777828 (2021) - [j16]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: 102184 (2021) - [j15]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: 102215 (2021) - [j14]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: 118189 (2021) - 2020
- [j13]Ann-Marie G. 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: 117292 (2020) - 2019
- [j12]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: 434-445 (2019) - [j11]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: 363-372 (2019) - [j10]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) - 2018
- [j9]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: 400-424 (2018) - [j8]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: 174-181 (2018) - 2017
- [j7]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: 188-205 (2017) - 2016
- [j6]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: 704-713 (2016) - [j5]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: 191-205 (2016) - 2014
- [j4]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: 449-468 (2014) - [j3]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, Kâmil Ugurbil, Karla L. Miller
, Stephen M. Smith
:
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 95: 232-247 (2014) - 2013
- [j2]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, Kâmil Ugurbil, David C. Van Essen, Matthew F. Glasser:
Resting-state fMRI in the Human Connectome Project. NeuroImage 80: 144-168 (2013) - 2012
- [j1]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): 285-294 (2012)
Conference and Workshop Papers
- 2022
- [c5]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: 1-4 - 2020
- [c4]Vaanathi Sundaresan
, Ludovica Griffanti
, Mark Jenkinson
:
Brain Tumour Segmentation Using a Triplanar Ensemble of U-Nets on MR Images. BrainLes@MICCAI (1) 2020: 340-353 - 2016
- [c3]Zobair Arya, Ludovica Griffanti, Clare E. Mackay
, Mark Jenkinson:
Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRI. MLMI@MICCAI 2016: 279-286 - 2012
- [c2]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: 2283-2286 - 2011
- [c1]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: 7808-7811
Informal and Other Publications
- 2021
- [i1]Vaanathi Sundaresan, Ludovica Griffanti, Mark Jenkinson:
Brain tumour segmentation using a triplanar ensemble of U-Nets. CoRR abs/2105.11356 (2021)
Coauthor Index
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