Ilaria Boscolo Galazzo

45 papers B 2Journal 21Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME. Adv. Intell. Syst. Ahmed M. Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Karim Lekadir, Gloria Menegaz
2025	—	`conf`	DECIFRA: Deep Extraction of Causally Informed Features via Restricted Architecture. MLSP Pavel Popov, Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Godfrey D. Pearlson, David Danks, Vince D. Calhoun, Gloria Menegaz, Sergey M. Plis
2025	J	`jnl`	FLavourite: Horizontal and Vertical Federated Learning Setting Comparison. IEEE Access Walter Riviera, Ilaria Boscolo Galazzo, Gloria Menegaz
2025	J	`jnl`	Guidelines For The Choice Of The Baseline in XAI Attribution Methods. CoRR Cristian Morasso, Giorgio Dolci, Ilaria Boscolo Galazzo, Sergey M. Plis, Gloria Menegaz
2025	J	`jnl`	Linking dynamic connectivity states to cognitive decline and anatomical changes in Alzheimer's disease. NeuroImage Jacopo Tessadori, Ilaria Boscolo Galazzo, Silvia Francesca Storti, Lorenzo Pini, Lorenza Brusini, Federica Cruciani, Diego Sona, Gloria Menegaz, Vittorio Murino
2025	J	`jnl`	The Marriage of Neurotechnologies and Artificial Intelligence: Ethical, regulatory, and technological aspects. IEEE Signal Process. Mag. Carlo Chiurco, Andrea Favaro, Silvia Francesca Storti, Lorenza Brusini, Ahmed M. Salih, Ilaria Boscolo Galazzo, Sergey M. Plis, Gloria Menegaz
2024	J	`jnl`	A review of evaluation approaches for explainable AI with applications in cardiology. Artif. Intell. Rev. Ahmed M. Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Elisa Rauseo, Aaron M. Lee, Karim Lekadir, Petia Radeva, Steffen E. Petersen, Gloria Menegaz
2024	—	`conf`	AI for Discovering the Role of Cognitive and Brain Reserves in Parkinson's Disease Classification. MetroXRAINE Ilaria Siviero, Alice Pirastru, Nicola Valè, Valeria Blasi, Gloria Menegaz, Francesca Baglio, Ilaria Boscolo Galazzo, Silvia Francesca Storti
2024	J	`jnl`	An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease. CoRR Giorgio Dolci, Federica Cruciani, Md Abdur Rahaman, Anees Abrol, Jiayu Chen, Zening Fu, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
2024	J	`jnl`	Characterizing the Contribution of Dependent Features in XAI Methods. IEEE J. Biomed. Health Informatics Ahmed M. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Gloria Menegaz, Petia Radeva
2024	—	`conf`	Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum. ISBI Giorgio Dolci, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Ilaria Boscolo Galazzo, Vince D. Calhoun, Gloria Menegaz
2024	J	`jnl`	Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease. J. Biomed. Informatics Federica Cruciani, Antonino Aparo, Lorenza Brusini, Carlo Combi, Silvia Francesca Storti, Rosalba Giugno, Gloria Menegaz, Ilaria Boscolo Galazzo
2024	—	`conf`	Integrated Gradients Demystified: An MRI Case Study on Aβ-T Protein Localization. MetroXRAINE Giorgio Dolci, Cristian Morasso, Federica Cruciani, Lorenza Brusini, Lorenzo Pini, Vince D. Calhoun, Ilaria Boscolo Galazzo, Gloria Menegaz
2024	J	`jnl`	Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum. CoRR Giorgio Dolci, Charles A. Ellis, Federica Cruciani, Lorenza Brusini, Anees Abrol, Ilaria Boscolo Galazzo, Gloria Menegaz, Vince D. Calhoun
2024	—	`conf`	Polygenic Risk Scores are Associated to Aβ-τ Protein Accumulation in Alzheimer's Disease. MetroXRAINE Irene Treccani, Giorgio Dolci, Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Gloria Menegaz
2023	J	`jnl`	Characterizing the contribution of dependent features in XAI methods. CoRR Ahmed M. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Gloria Menegaz, Petia Radeva
2023	J	`jnl`	Commentary on explainable artificial intelligence methods: SHAP and LIME. CoRR Ahmed M. Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E. Petersen, Gloria Menegaz, Karim Lekadir
2023	—	`conf`	Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data. ICASSP Workshops Giorgio Dolci, Md Abdur Rahaman, Ilaria Boscolo Galazzo, Federica Cruciani, Anees Abrol, Jiayu Chen, Zening Fu, Kuaikuai Duan, Gloria Menegaz, Vince D. Calhoun
2023	J	`jnl`	FeLebrities: A User-Centric Assessment of Federated Learning Frameworks. IEEE Access Walter Riviera, Ilaria Boscolo Galazzo, Gloria Menegaz
2023	—	`conf`	Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods. MetroXRAINE Giorgio Dolci, Federica Cruciani, Ilaria Boscolo Galazzo, Vince D. Calhoun, Gloria Menegaz
2023	J	`jnl`	eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients. IEEE J. Biomed. Health Informatics Marialuisa Gandolfi, Ilaria Boscolo Galazzo, Rudy Gasparin Pavan, Federica Cruciani, Nicola Valè, Alessandro Picelli, Silvia Francesca Storti, Nicola Smania, Gloria Menegaz
2022	J	`jnl`	Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges. IEEE Signal Process. Mag. Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Ahmed M. Salih, Petia Radeva, Silvia Francesca Storti, Gloria Menegaz
2022	B	`conf`	Investigating Explainable Artificial Intelligence for MRI-based Classification of Dementia: a New Stability Criterion for Explainable Methods. ICIP Ahmed M. Salih, Ilaria Boscolo Galazzo, Federica Cruciani, Lorenza Brusini, Petia Radeva
2022	—	`conf`	What PLS can still do for Imaging Genetics in Alzheimer's disease. BHI Federica Cruciani, André Altmann, Marco Lorenzi, Gloria Menegaz, Ilaria Boscolo Galazzo
2021	B	`conf`	A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation. CBMS Ahmed M. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Polyxeni Gkontra, Karim Lekadir, Gloria Menegaz, Petia Radeva
2021	—	`conf`	Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment. BHI Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia Francesca Storti, André Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo
2021	—	`conf`	Multivariate Data Analysis Suggests The Link Between Brain Microstructure And Cognitive Impairment In Multiple Sclerosis. ISBI Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Marco Pitteri, Silvia Francesca Storti, Massimiliano Calabrese, Marco Lorenzi, Gloria Menegaz
2021	—	`conf`	Reliability Of Functional Connectivity Measures In Resting-State Test-Retest FMRI Data. ISBI Ilaria Boscolo Galazzo, Edoardo Paolini, Walter Endrizzi, Francesco Zumerle, Gloria Menegaz, Silvia Francesca Storti
2021	—	`conf`	Test-Retest Reliability of Graph Metrics in Functional Brain Network. NER Ilaria Boscolo Galazzo, Francesco Zumerle, Edoardo Paolini, Walter Endrizzi, Gloria Menegaz, Silvia Francesca Storti
2020	J	`jnl`	Characterising Functional Brain Connectivity as Social Network: the Transtopic Centrality Index. Fundam. Informaticae Gloria Menegaz, Claudio Tomazzoli, Matteo Cristani, Ilaria Boscolo Galazzo, Silvia Francesca Storti
2020	—	`conf`	Explainable 3D-CNN for Multiple Sclerosis Patients Stratification. ICPR Workshops (3) Federica Cruciani, Lorenza Brusini, Mauro Zucchelli, Gustavo Retuci Pinheiro, Francesco Setti, Ilaria Boscolo Galazzo, Rachid Deriche, Letícia Rittner, Massimiliano Calabrese, Gloria Menegaz
2020	—	`conf`	Microstructural Modulations in the Hippocampus Allow to Characterizing Relapsing-Remitting Versus Primary Progressive Multiple Sclerosis. BrainLes@MICCAI (1) Lorenza Brusini, Ilaria Boscolo Galazzo, Muge Akinci, Federica Cruciani, Marco Pitteri, Stefano Ziccardi, Albulena Bajrami, Marco Castellaro, Ahmed M. Salih, Francesca B. Pizzini, Jorge Jovicich, Massimiliano Calabrese, Gloria Menegaz
2019	—	`conf`	Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice? ISBI Lorenza Brusini, Federica Cruciani, Ilaria Boscolo Galazzo, Alberto Galbusera, Mirta Borin, Giovanna Paolone, Giovanni Diana, Mario Buffelli, Alessandro Gozzi, Gloria Menegaz
2019	—	`conf`	Perfusion-based Brain Connectivity: PASL vs pCASL. EUSIPCO Bianca De Blasi, Anna Barnes, Silvia Francesca Storti, Matthias J. Koepp, Gloria Menegaz, Enrico De Vita, Ilaria Boscolo Galazzo
2018	J	`jnl`	Arterial Spin Labeling Reveals Disrupted Brain Networks and Functional Connectivity in Drug-Resistant Temporal Epilepsy. Frontiers Neuroinformatics 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
2018	—	`conf`	Can Diffusion MRI Reveal Stroke-Induced Microstructural Changes in GM? BrainLes@MICCAI (1) Lorenza Brusini, Ilaria Boscolo Galazzo, Mauro Zucchelli, Cristina Granziera, Gloria Menegaz
2018	—	`conf`	Connectivity Modulations induced by Reaching&Grasping Movements. EUSIPCO Silvia Francesca Storti, Ilaria Boscolo Galazzo, Chiara Iacovelli, Pietro Caliandro, Gloria Menegaz
2018	—	`conf`	Pipeline Comparison for the Pre-Processing of Resting-State Data in Epilepsy. EUSIPCO Bianca De Blasi, Matthias J. Koepp, Ilaria Boscolo Galazzo, Anna Barnes, Luca Pasetto, Gloria Menczaz, Silvia Francesca Storti
2017	J	`jnl`	Exploring the Epileptic Brain Network Using Time-Variant Effective Connectivity and Graph Theory. IEEE J. Biomed. Health Informatics Silvia Francesca Storti, Ilaria Boscolo Galazzo, Sehresh Khan, Paolo Manganotti, Gloria Menegaz
2017	—	`conf`	The Brain is a Social Network. KDWeb Claudio Tomazzoli, Silvia Francesca Storti, Ilaria Boscolo Galazzo, Matteo Cristani, Gloria Menegaz
2016	J	`jnl`	Ensemble average propagator-based detection of microstructural alterations after stroke. Int. J. Comput. Assist. Radiol. Surg. Lorenza Brusini, Silvia Obertino, Ilaria Boscolo Galazzo, Mauro Zucchelli, Gunnar Krueger, Cristina Granziera, Gloria Menegaz
2016	—	`conf`	Shore-based biomarkers allow patient versus control classification in stroke. ISBI Silvia Obertino, Lorenza Brusini, Ilaria Boscolo Galazzo, Mauro Zucchelli, Cristina Granziera, Marco Cristani, Gloria Menegaz
2015	—	`conf`	Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke. MICCAI (1) Lorenza Brusini, Silvia Obertino, Mauro Zucchelli, Ilaria Boscolo Galazzo, Gunnar Krueger, Cristina Granziera, Gloria Menegaz
2014	J	`jnl`	Combining ESI, ASL and PET for quantitative assessment of drug-resistant focal epilepsy. NeuroImage Silvia Francesca Storti, Ilaria Boscolo Galazzo, Alessandra Del Felice, Francesca Benedetta Pizzini, Chiara Arcaro, Emanuela Formaggio, Roberto Mai, Paolo Manganotti
2010	J	`jnl`	Kinetic modeling of the adenosine A2A subtype receptor radioligand [11C]SCH442416 in humans. NeuroImage Ilaria Boscolo Galazzo, Subrata K. Bose, Anil F. Ramlackhansingh, Imtiaz Ahmed, Nicola Pavese, Gaia Rizzo, David J. Brooks, Federico E. Turkheimer, Alessandra Bertoldo