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Giovanna Zamboni
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Journal Articles
- 2023
- [j10]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) - 2021
- [j9]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) - [j8]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) - [j7]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) - [j6]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) - 2019
- [j5]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) - [j4]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
- [j3]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) - 2016
- [j2]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) - [j1]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)
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