Giovanni B. Frisoni

Orcid: 0000-0002-6419-1753

According to our database1, Giovanni B. Frisoni authored at least 41 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Paired plasma lipidomics and proteomics analysis in the conversion from mild cognitive impairment to Alzheimer's disease.
Comput. Biol. Medicine, 2024

2022
Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model.
BMC Medical Informatics Decis. Mak., November, 2022

Machine Learning to Predict Cognitive Decline of Patients with Alzheimer's Disease Using EEG Markers: A Preliminary Study.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021
Inter-Cohort Validation of SuStaIn Model for Alzheimer's Disease.
Frontiers Big Data, 2021

2020
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners.
NeuroImage, 2020

2019
Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease.
NeuroImage, 2019

Spatiotemporal analysis for detection of pre-symptomatic shape changes in neurodegenerative diseases: Initial application to the GENFI cohort.
NeuroImage, 2019

2017
Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study.
NeuroImage, 2017

The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment.
NeuroImage, 2017

2016
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm.
Pattern Anal. Appl., 2016

Longitudinal reproducibility of default-mode network connectivity in healthy elderly participants: A multicentric resting-state fMRI study.
NeuroImage, 2016

Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease.
NeuroImage, 2016

MRI analysis for hippocampus segmentation on a distributed infrastructure.
Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

2015
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge.
NeuroImage, 2015

Traceability and Provenance in Big Data Medical Systems.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2014
A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia.
Neuroinformatics, 2014

Multisite longitudinal reliability of tract-based spatial statistics in diffusion tensor imaging of healthy elderly subjects.
NeuroImage, 2014

Improved Reproducibility of Neuroanatomical Definitions through Diffeomorphometry and Complexity Reduction.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Analysis Traceability for Biomedical Researchers.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm.
NeuroImage, 2013

Brain morphometry reproducibility in multi-center 3 T MRI studies: A comparison of cross-sectional and longitudinal segmentations.
NeuroImage, 2013

Manual segmentation certification platform.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2013

Active Learning Machines for Automatic Segmentation of Hippocampus in MRI.
Proceedings of the Advances in Data Mining, 13th Industrial Conference, 2013

Random Forest Classification for Hippocampal Segmentation in 3D MR Images.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012
EEG markers are associated to gray matter changes in thalamus and basal ganglia in subjects with mild cognitive impairment.
NeuroImage, 2012

Age-related adaptations of brain function during a memory task are also present at rest.
NeuroImage, 2012

2011
APOE4 is associated with greater atrophy of the hippocampal formation in Alzheimer's disease.
NeuroImage, 2011

Differential effects of the APOE genotype on brain function across the lifespan.
NeuroImage, 2011

Mapping the Effects of Aβ 1 - 42 Levels on the Longitudinal Changes in Healthy Aging: Hierarchical Modeling Based on Stationary Velocity Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Morphological analysis in epidemiological studies using growing and adaptive meshes: application to subcortical structures in AD.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Robustness and sensitivity of hotelling's T2-based permutation tests for selection of 3D morphological markers.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Mapping the effect of APOE ε4 on gray matter loss in Alzheimer's disease in vivo.
NeuroImage, 2009

Relating one-year cognitive change in mild cognitive impairment to baseline MRI features.
NeuroImage, 2009

Hippocampal volume and cortical sources of EEG alpha rhythms in mild cognitive impairment and Alzheimer disease.
NeuroImage, 2009

Quantitative evaluation of Alzheimer's disease.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008
MRI-Based Automated Computer Classification of Probable AD Versus Normal Controls.
IEEE Trans. Medical Imaging, 2008

Hippocampal shape differences in dementia with Lewy bodies.
NeuroImage, 2008

2006
In vivo neuropathology of the hippocampal formation in AD: A radial mapping MR-based study.
NeuroImage, 2006

Genotype (cystatin C) and EEG phenotype in Alzheimer disease and mild cognitive impairment: A multicentric study.
NeuroImage, 2006

2005
Predicting Clinical Variable from MRI Features: Application to MMSE in MCI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Neuroimaging Services on the Net.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005


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