Giovanna Zamboni

Orcid: 0000-0002-6133-3373

According to our database1, Giovanna Zamboni authored at least 10 papers between 2016 and 2023.

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Bibliography

2023
Automated detection of cerebral microbleeds on MR images using knowledge distillation framework.
Frontiers Neuroinformatics, March, 2023

2021
Integrating large-scale neuroimaging research datasets: Harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets.
NeuroImage, 2021

Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images.
Medical Image Anal., 2021

Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images.
Medical Image Anal., 2021

Automated Detection of Candidate Subjects With Cerebral Microbleeds Using Machine Learning.
Frontiers Neuroinformatics, 2021

2019
Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding.
NeuroImage, 2019

Modelling the distribution of white matter hyperintensities due to ageing on MRI images using Bayesian inference.
NeuroImage, 2019

2018
Classification and characterization of periventricular and deep white matter hyperintensities on MRI: A study in older adults.
NeuroImage, 2018

2016
BIANCA (Brain Intensity AbNormality Classification Algorithm): A new tool for automated segmentation of white matter hyperintensities.
NeuroImage, 2016

Challenges in the reproducibility of clinical studies with resting state fMRI: An example in early Parkinson's disease.
NeuroImage, 2016


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