Ilaria Boscolo Galazzo

Orcid: 0000-0002-4153-3749

According to our database1, Ilaria Boscolo Galazzo authored at least 31 papers between 2010 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease.
J. Biomed. Informatics, January, 2024

2023
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients.
IEEE J. Biomed. Health Informatics, 2023

Commentary on explainable artificial intelligence methods: SHAP and LIME.
CoRR, 2023

Characterizing the contribution of dependent features in XAI methods.
CoRR, 2023

FeLebrities: A User-Centric Assessment of Federated Learning Frameworks.
IEEE Access, 2023

Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges.
IEEE Signal Process. Mag., 2022

Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

What PLS can still do for Imaging Genetics in Alzheimer's disease.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021
Test-Retest Reliability of Graph Metrics in Functional Brain Network.
Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Reliability Of Functional Connectivity Measures In Resting-State Test-Retest FMRI Data.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Characterising Functional Brain Connectivity as Social Network: the Transtopic Centrality Index.
Fundam. Informaticae, 2020

Explainable 3D-CNN for Multiple Sclerosis Patients Stratification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019
Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Perfusion-based Brain Connectivity: PASL vs pCASL.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Arterial Spin Labeling Reveals Disrupted Brain Networks and Functional Connectivity in Drug-Resistant Temporal Epilepsy.
Frontiers Neuroinformatics, 2018

Can Diffusion MRI Reveal Stroke-Induced Microstructural Changes in GM?
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Connectivity Modulations induced by Reaching&Grasping Movements.
Proceedings of the 26th European Signal Processing Conference, 2018

Pipeline Comparison for the Pre-Processing of Resting-State Data in Epilepsy.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Exploring the Epileptic Brain Network Using Time-Variant Effective Connectivity and Graph Theory.
IEEE J. Biomed. Health Informatics, 2017

The Brain is a Social Network.
Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB, 2017

2016
Ensemble average propagator-based detection of microstructural alterations after stroke.
Int. J. Comput. Assist. Radiol. Surg., 2016

Shore-based biomarkers allow patient versus control classification in stroke.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014
Combining ESI, ASL and PET for quantitative assessment of drug-resistant focal epilepsy.
NeuroImage, 2014

2010
Kinetic modeling of the adenosine A2A subtype receptor radioligand [11C]SCH442416 in humans.
NeuroImage, 2010


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