Ilaria Boscolo Galazzo

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Corpus Callosum

Learning Frameworks

Cognitive Impairment

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Giorgio Dolci, Charles A. Ellis, Federica Cruciani, Lorenza Brusini, Anees Abrol, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum. CoRR (2024)
Federica Cruciani, Antonino Aparo, Lorenza Brusini, Carlo Combi, Silvia Francesca Storti, Rosalba Giugno, Gloria Menegaz, Ilaria Boscolo Galazzo
Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease. J. Biomed. Informatics 149 (2024)
Ahmed M. A. Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Elisa Rauseo, Aaron M. Lee, Karim Lekadir, Petia Radeva, Steffen E. Petersen, Gloria Menegaz
A review of evaluation approaches for explainable AI with applications in cardiology. Artif. Intell. Rev. 57 (9) (2024)
Giorgio Dolci, Federica Cruciani, Md Abdur Rahaman, Anees Abrol, Jiayu Chen, Zening Fu, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease. CoRR (2024)
Walter Riviera, Ilaria Boscolo Galazzo, Gloria Menegaz
FeLebrities: A User-Centric Assessment of Federated Learning Frameworks. IEEE Access 11 (2023)
Giorgio Dolci, Md Abdur Rahaman, Ilaria Boscolo Galazzo, Federica Cruciani, Anees Abrol, Jiayu Chen, Zening Fu, Kuaikuai Duan, Gloria Menegaz, Vince D. Calhoun
Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data. ICASSP Workshops (2023)
Ahmed M. A. Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Gloria Menegaz, Karim Lekadir
Commentary on explainable artificial intelligence methods: SHAP and LIME. CoRR (2023)
Giorgio Dolci, Federica Cruciani, Ilaria Boscolo Galazzo, Vince D. Calhoun, Gloria Menegaz
Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods. MetroXRAINE (2023)
Marialuisa Gandolfi, Ilaria Boscolo Galazzo, Rudy Gasparin Pavan, Federica Cruciani, Nicola Valè, Alessandro Picelli, Silvia Francesca Storti, Nicola Smania, Gloria Menegaz
eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Ahmed M. A. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Gloria Menegaz, Petia Radeva
Characterizing the contribution of dependent features in XAI methods. CoRR (2023)
Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Ahmed M. A. Salih, Petia Radeva, Silvia Francesca Storti, Gloria Menegaz
Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges. IEEE Signal Process. Mag. 39 (2) (2022)
Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo
What PLS can still do for Imaging Genetics in Alzheimer's disease. BHI (2022)
Ahmed M. A. Salih, Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Petia Radeva
Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods. ICIP (2022)
Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Marco Pitteri, Silvia Francesca Storti, Massimiliano Calabrese, Marco Lorenzi, Gloria Menegaz
Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis. ISBI (2021)
Ahmed M. A. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Polyxeni Gkontra, Karim Lekadir, Gloria Menegaz, Petia Radeva
A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation. CBMS (2021)
Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia Francesca Storti, André Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo
Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment. BHI (2021)
Ilaria Boscolo Galazzo, Francesco Zumerle, Edoardo Paolini, Walter Endrizzi, Gloria Menegaz, Silvia Francesca Storti
Test-Retest Reliability of Graph Metrics in Functional Brain Network. NER (2021)
Ilaria Boscolo Galazzo, Edoardo Paolini, Walter Endrizzi, Francesco Zumerle, Gloria Menegaz, Silvia Francesca Storti
Reliability Of Functional Connectivity Measures In Resting-State Test-Retest FMRI Data. ISBI (2021)
Lorenza Brusini, Ilaria Boscolo Galazzo, Muge Akinci, Federica Cruciani, Marco Pitteri, Stefano Ziccardi, Albulena Bajrami, Marco Castellaro, Ahmed M. A. Salih, Francesca B. Pizzini, Jorge Jovicich, Massimiliano Calabrese, Gloria Menegaz
Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis. BrainLes@MICCAI (1) (2020)
Gloria Menegaz, Claudio Tomazzoli, Matteo Cristani, Ilaria Boscolo Galazzo, Silvia Francesca Storti
Characterising Functional Brain Connectivity as Social Network: the Transtopic Centrality Index. Fundam. Informaticae 172 (2) (2020)
Federica Cruciani, Lorenza Brusini, Mauro Zucchelli, Gustavo Retuci Pinheiro, Francesco Setti, Ilaria Boscolo Galazzo, Rachid Deriche, Letícia Rittner, Massimiliano Calabrese, Gloria Menegaz
Explainable 3D-CNN for Multiple Sclerosis Patients Stratification. ICPR Workshops (3) (2020)
Bianca De Blasi, Anna Barnes, Silvia Francesca Storti, Matthias J. Koepp, Gloria Menegaz, Enrico De Vita, Ilaria Boscolo Galazzo
Perfusion-based Brain Connectivity: PASL vs pCASL. EUSIPCO (2019)
Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Alberto Galbusera, Mirta Borin, Giovanna Paolone, Giovanni Diana, Mario Buffelli, Alessandro Gozzi, Gloria Menegaz
Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice? ISBI (2019)
Lorenza Brusini, Ilaria Boscolo Galazzo, Mauro Zucchelli, Cristina Granziera, Gloria Menegaz
Can Diffusion MRI Reveal Stroke-Induced Microstructural Changes in GM? BrainLes@MICCAI (1) (2018)
Silvia Francesca Storti, Ilaria Boscolo Galazzo, Chiara Iacovelli, Pietro Caliandro, Gloria Menegaz
Connectivity Modulations induced by Reaching&Grasping Movements. EUSIPCO (2018)
Bianca De Blasi, Matthias J. Koepp, Ilaria Boscolo Galazzo, Anna Barnes, Luca Pasetto, Gloria Menczaz, Silvia Francesca Storti
Pipeline Comparison for the Pre-Processing of Resting-State Data in Epilepsy. EUSIPCO (2018)
Ilaria Boscolo Galazzo, Silvia Francesca Storti, Anna Barnes, Bianca De Blasi, Enrico De Vita, Matthias J. Koepp, John S. Duncan, Ashley Groves, Francesca Benedetta Pizzini, Gloria Menegaz, Francesco Fraioli
Arterial Spin Labeling Reveals Disrupted Brain Networks and Functional Connectivity in Drug-Resistant Temporal Epilepsy. Frontiers Neuroinformatics 12 (2018)
Claudio Tomazzoli, Silvia Francesca Storti, Ilaria Boscolo Galazzo, Matteo Cristani, Gloria Menegaz
The Brain is a Social Network. KDWeb (2017)
Silvia Francesca Storti, Ilaria Boscolo Galazzo, Sehresh Khan, Paolo Manganotti, Gloria Menegaz
Exploring the Epileptic Brain Network Using Time-Variant Effective Connectivity and Graph Theory. IEEE J. Biomed. Health Informatics 21 (5) (2017)
Silvia Obertino, Lorenza Brusini, Ilaria Boscolo Galazzo, Mauro Zucchelli, Cristina Granziera, Marco Cristani, Gloria Menegaz
Shore-based biomarkers allow patient versus control classification in stroke. ISBI (2016)
Lorenza Brusini, Silvia Obertino, Ilaria Boscolo Galazzo, Mauro Zucchelli, Gunnar Krueger, Cristina Granziera, Gloria Menegaz
Ensemble average propagator-based detection of microstructural alterations after stroke. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Lorenza Brusini, Silvia Obertino, Mauro Zucchelli, Ilaria Boscolo Galazzo, Gunnar Krueger, Cristina Granziera, Gloria Menegaz
Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke. MICCAI (1) (2015)
Silvia Francesca Storti, Ilaria Boscolo Galazzo, Alessandra Del Felice, Francesca Benedetta Pizzini, Chiara Arcaro, Emanuela Formaggio, Roberto Mai, Paolo Manganotti
Combining ESI, ASL and PET for quantitative assessment of drug-resistant focal epilepsy. NeuroImage 102 (2014)
Ilaria Boscolo Galazzo, Subrata K. Bose, Anil F. Ramlackhansingh, Imtiaz Ahmed, Nicola Pavese, Gaia Rizzo, David J. Brooks, Federico E. Turkheimer, Alessandra Bertoldo
Kinetic modeling of the adenosine A2A subtype receptor radioligand [11C]SCH442416 in humans. NeuroImage 52 (Supplement-1) (2010)