Ludovica Griffanti

31 papers Journal 23Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation. ICCVW Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2025	J	`jnl`	Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation. CoRR Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2025	J	`jnl`	Validation of a CT-brain analysis tool for measuring global cortical atrophy in older patient cohorts. CoRR Sukhdeep Bal, Emma Colbourne, Jasmine Gan, Ludovica Griffanti, Taylor Hanayik, Nele Demeyere, Jim Davies, Sarah T. Pendlebury, Mark Jenkinson
2024	—	`conf`	Is Your Style Transfer Doing Anything Useful? An Investigation into Hippocampus Segmentation and the Role of Preprocessing. MLCN@MICCAI Hoda Kalabizadeh, Ludovica Griffanti, Pak-Hei Yeung, Natalie Voets, Grace Gillis, Clare Mackay, Ana I. L. Namburete, Nicola K. Dinsdale, Konstantinos Kamnitsas
2023	J	`jnl`	Automated detection of cerebral microbleeds on MR images using knowledge distillation framework. Frontiers Neuroinformatics 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
2023	J	`jnl`	Normative models for neuroimaging markers: Impact of model selection, sample size and evaluation criteria. NeuroImage Jelena Bozek, Ludovica Griffanti, Stephan Lau, Mark Jenkinson
2022	J	`jnl`	Identifying microstructural changes in diffusion MRI; How to circumvent parameter degeneracy. NeuroImage Hossein Rafipoor, Ying-Qiu Zheng, Ludovica Griffanti, Saâd Jbabdi, Michiel Cottaar
2022	—	`conf`	Omni-Supervised Domain Adversarial Training for White Matter Hyperintensity Segmentation in the UK Biobank. ISBI Vaanathi Sundaresan, Nicola K. Dinsdale, Mark Jenkinson, Ludovica Griffanti
2021	J	`jnl`	Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning. Frontiers Neuroinformatics 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
2021	J	`jnl`	Brain tumour segmentation using a triplanar ensemble of U-Nets. CoRR Vaanathi Sundaresan, Ludovica Griffanti, Mark Jenkinson
2021	J	`jnl`	Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images. Medical Image Anal. Vaanathi Sundaresan, Giovanna Zamboni, Nicola K. Dinsdale, Peter M. Rothwell, Ludovica Griffanti, Mark Jenkinson
2021	J	`jnl`	Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets. NeuroImage 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
2021	J	`jnl`	Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images. Medical Image Anal. Vaanathi Sundaresan, Giovanna Zamboni, Peter M. Rothwell, Mark Jenkinson, Ludovica Griffanti
2020	—	`conf`	Brain Tumour Segmentation Using a Triplanar Ensemble of U-Nets on MR Images. BrainLes@MICCAI (1) Vaanathi Sundaresan, Ludovica Griffanti, Mark Jenkinson
2020	J	`jnl`	Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study. NeuroImage 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
2019	J	`jnl`	Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. NeuroImage Vaanathi Sundaresan, Giovanna Zamboni, Campbell Le Heron, Peter M. Rothwell, Masud Husain, Marco Battaglini, Nicola De Stefano, Mark Jenkinson, Ludovica Griffanti
2019	J	`jnl`	ICA-based denoising for ASL perfusion imaging. NeuroImage Dominic Carone, G. W. J. Harston, James Garrard, F. De Angeli, Ludovica Griffanti, Thomas W. Okell, Michael A. Chappell, James Kennedy
2019	J	`jnl`	Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference. NeuroImage Vaanathi Sundaresan, Ludovica Griffanti, Petya Kindalova, Fidel Alfaro-Almagro, Giovanna Zamboni, Peter M. Rothwell, Thomas E. Nichols, Mark Jenkinson
2018	J	`jnl`	Classification and characterization of periventricular and deep white matter hyperintensities on MRI: A study in older adults. NeuroImage 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
2018	J	`jnl`	Image processing and Quality Control for the first 10, 000 brain imaging datasets from UK Biobank. NeuroImage 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
2017	J	`jnl`	Hand classification of fMRI ICA noise components. NeuroImage 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
2016	J	`jnl`	BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities. NeuroImage Ludovica Griffanti, Giovanna Zamboni, Aamira Khan, Linxin Li, Guendalina Bonifacio, Vaanathi Sundaresan, Ursula G. Schulz, Wilhelm Kuker, Marco Battaglini, Peter M. Rothwell, Mark Jenkinson
2016	J	`jnl`	Challenges in the reproducibility of clinical studies with resting state fMRI: An example in early Parkinson's disease. NeuroImage Ludovica Griffanti, Michal Rolinski, Konrad Szewczyk-Krolikowski, Ricarda A. Menke, Nicola Filippini, Giovanna Zamboni, Mark Jenkinson, Michele T. M. Hu, Clare E. Mackay
2016	—	`conf`	Iterative Dual LDA: A Novel Classification Algorithm for Resting State fMRI. MLMI@MICCAI Zobair Arya, Ludovica Griffanti, Clare E. Mackay, Mark Jenkinson
2014	J	`jnl`	Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage Gholamreza Salimi Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, Stephen M. Smith
2014	—	`—`	Brain functional connectivity in resting state : methods for networks identification and noise separation in healthy subjects and Alzheimer's disease. Ludovica Griffanti
2014	J	`jnl`	ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 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
2013	J	`jnl`	Resting-state fMRI in the Human Connectome Project. NeuroImage 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
2012	—	`conf`	A novel approach of fMRI-guided tractography analysis within a group: Construction of an fMRI-guided tractographic atlas. EMBC Maria Giulia Preti, Nikos Makris, Maria Marcella Laganà, George M. Papadimitriou, Francesca Baglio, Ludovica Griffanti, Raffaello Nemni, Pietro Cecconi, Carl-Fredrik Westin, Giuseppe Baselli
2012	J	`jnl`	Signal-to-noise ratio of diffusion weighted magnetic resonance imaging: Estimation methods and in vivo application to spinal cord. Biomed. Signal Process. Control. Ludovica Griffanti, Francesca Baglio, Maria Giulia Preti, Pietro Cecconi, Marco Rovaris, Giuseppe Baselli, Maria Marcella Laganà
2011	—	`conf`	Comparison between skeleton-based and atlas-based approach in the assessment of corpus callosum damages in Mild Cognitive Impairment and Alzheimer Disease. EMBC Maria Giulia Preti, Maria Marcella Laganà, Francesca Baglio, Ludovica Griffanti, Raffaello Nemni, Pietro Cecconi, Giuseppe Baselli