Gloria Menegaz

Zahra Raisi-Estabragh

Steffen E. Petersen

Petia Radeva

IEEE J. Biomed. Health Informatics, November, 2024

A review of evaluation approaches for explainable AI with applications in cardiology.

[BibT_eX]

[DOI]

Artif. Intell. Rev., September, 2024

Identifying the joint signature of brain atrophy and gene variant scores in Alzheimer's Disease.

[BibT_eX]

[DOI]

Rosalba Giugno

J. Biomed. Informatics, January, 2024

Multimodal MRI-based Detection of Amyloid Status in Alzheimer's Disease Continuum.

[BibT_eX]

[DOI]

CoRR, 2024

An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer's disease.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Safety and Privacy in Industry 4.0: The ICE Laboratory Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2024

Polygenic Risk Scores are Associated to Aβ-τ Protein Accumulation in Alzheimer's Disease.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

AI for Discovering the Role of Cognitive and Brain Reserves in Parkinson's Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Integrated Gradients Demystified: An MRI Case Study on Aβ-T Protein Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

EEG-driven GAN for Alpha Rhythm Generation in Passive BCI.

[BibT_eX]

[DOI]

Ettore Cinquetti

Guglielmo Zanni

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

Diffusion MRI Allows Capturing the Amyloid-β and τ Proteins Status in Alzheimer's Disease Continuum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Remote Motor Rehabilitation: EMG-IMU based Deep Learning Model Improves the Estimate of Wrist Kinematics.

[BibT_eX]

[DOI]

Ander Ramos-Murguialday

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Decoding Asymmetric Neural Dynamics in Visual Processing via TMS-induced Cortical Effective Connectivity.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Passive BCI Towards Health and Safety in Industry: Forecasting Human Vigilance 5.5 s Ahead.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

MERGE: A model for multi-input biomedical federated learning.

[BibT_eX]

[DOI]

Patterns, November, 2023

Graph Analysis of TMS-EEG Connectivity Reveals Hemispheric Differences following Occipital Stimulation.

[BibT_eX]

[DOI]

Sensors, October, 2023

Functional Connectivity and Feature Fusion Enhance Multiclass Motor-Imagery Brain-Computer Interface Performance.

[BibT_eX]

[DOI]

Ilaria Siviero

Sensors, September, 2023

eXplainable AI Allows Predicting Upper Limb Rehabilitation Outcomes in Sub-Acute Stroke Patients.

[BibT_eX]

[DOI]

Marialuisa Gandolfi

Nicola Smania

IEEE J. Biomed. Health Informatics, 2023

Commentary on explainable artificial intelligence methods: SHAP and LIME.

[BibT_eX]

[DOI]

Zahra Raisi-Estabragh

CoRR, 2023

FeLebrities: A User-Centric Assessment of Federated Learning Frameworks.

[BibT_eX]

[DOI]

Walter Riviera

IEEE Access, 2023

Objective Assessment of the Bias Introduced by Baseline Signals in XAI Attribution Methods.

[BibT_eX]

[DOI]

Giorgio Dolci

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements.

[BibT_eX]

[DOI]

Giovanni Maria Farinella

Marco Cristani

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Deep Generative Transfer Learning Predicts Conversion To Alzheimer'S Disease From Neuroimaging Genomics Data.

[BibT_eX]

[DOI]

Giorgio Dolci

Md Abdur Rahaman

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Deep Learning in Biological Image and Signal Processing [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2022

Explainable Artificial Intelligence for Magnetic Resonance Imaging Aging Brainprints: Grounds and challenges.

[BibT_eX]

[DOI]

Christine Fernandez-Maloigne

IEEE Signal Process. Mag., 2022

Explainable AI (XAI) In Biomedical Signal and Image Processing: Promises and Challenges.

[BibT_eX]

[DOI]

Guang Yang

Arvind Rao

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A deep generative multimodal imaging genomics framework for Alzheimer's disease prediction.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022

Motor-imagery EEG signal decoding using multichannel-empirical wavelet transform for brain computer interfaces.

[BibT_eX]

[DOI]

Ilaria Siviero

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

What PLS can still do for Imaging Genetics in Alzheimer's disease.

[BibT_eX]

[DOI]

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

A Systematic Review on Motor-Imagery Brain-Connectivity-Based Computer Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2021

Connectivity Modeling meets Machine Learning: The next generation of EEG-based Brain Computer Interfaces.

[BibT_eX]

[DOI]

Francesca Stival

Francesco Setti

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Test-Retest Reliability of Graph Metrics in Functional Brain Network.

[BibT_eX]

[DOI]

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

Diffusion MRI and silver standard masks to improve CNN-based thalamus segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Reliability Of Functional Connectivity Measures In Resting-State Test-Retest FMRI Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Marco Pitteri

Marco Lorenzi

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.

[BibT_eX]

[DOI]

Zahra Raisi-Estabragh

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.

[BibT_eX]

[DOI]

Heba Elshatoury

Francesco Zumerle

André Altmann

Marco Lorenzi

Gholamreza Anbarjafari

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.

[BibT_eX]

[DOI]

Claudio Tomazzoli

Matteo Cristani

Fundam. Informaticae, 2020

Explainable 3D-CNN for Multiple Sclerosis Patients Stratification.

[BibT_eX]

[DOI]

Gustavo Retuci Pinheiro

Francesco Setti

Rachid Deriche

Letícia Rittner

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.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI.

[BibT_eX]

[DOI]

Markus Nilsson

IEEE Trans. Medical Imaging, 2019

Expertise-Related Global Efficiency of Functional Brain Networks in Professional and new Divers Under Simulated Deep-Water.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Can Single Shell Diffusion MRI Detect Synaptic Plasticity in Mice?

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

EEG-Based Workload Index as a Taxonomic Tool to Evaluate the Similarity of Different Robot-Assisted Surgery Systems.

[BibT_eX]

[DOI]

Paolo Fiorini

Fabio Babiloni

Proceedings of the Human Mental Workload: Models and Applications, 2019

Perfusion-based Brain Connectivity: PASL vs pCASL.

[BibT_eX]

[DOI]

Bianca De Blasi

Anna Barnes

Matthias J. Koepp

Enrico De Vita

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.

[BibT_eX]

[DOI]

Francesca Benedetta Pizzini

Francesco Fraioli

Frontiers Neuroinformatics, 2018

Can Diffusion MRI Reveal Stroke-Induced Microstructural Changes in GM?

[BibT_eX]

[DOI]

Cristina Granziera

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

From Web to Physical and Back: WP User Profiling with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Web Engineering, 2018

Connectivity Modulations induced by Reaching&Grasping Movements.

[BibT_eX]

[DOI]

Chiara Iacovelli

Pietro Caliandro

Proceedings of the 26th European Signal Processing Conference, 2018

Assessing Tissue Heterogeneity by non-Gaussian Measures in a Permeable Environment.

[BibT_eX]

[DOI]

Markus Nilsson

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Exploring the Epileptic Brain Network Using Time-Variant Effective Connectivity and Graph Theory.

[BibT_eX]

[DOI]

Sehresh Khan

IEEE J. Biomed. Health Informatics, 2017

NODDI-SH: a computational efficient NODDI extension for fODF estimation in diffusion MRI.

[BibT_eX]

[DOI]

Maxime Descoteaux

CoRR, 2017

The Brain is a Social Network.

[BibT_eX]

[DOI]

Claudio Tomazzoli

Matteo Cristani

Proceedings of the 3rd International Workshop on Knowledge Discovery on the WEB, 2017

2016

What lies beneath? Diffusion EAP-based study of brain tissue microstructure.

[BibT_eX]

[DOI]

Medical Image Anal., 2016

Ensemble average propagator-based detection of microstructural alterations after stroke.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2016

Infinite feature selection on shore-based biomarkers reveals connectivity modulation after stroke.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

Shore-based microstructural indices: do they tell us more?

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

Ensemble average propagator estimation of axon diameter in diffusion MRI: Implications and limitations.

[BibT_eX]

[DOI]

Rutger Henri Jacques Fick

Rachid Deriche

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

The confinement tensor model improves characterization of diffusion-weighted magnetic resonance data with varied timing parameters.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Shore-based biomarkers allow patient versus control classification in stroke.

[BibT_eX]

[DOI]

Rutger Henri Jacques Fick

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A sensitivity analysis of q-space indices with respect to changes in axonal diameter, dispersion and tissue composition.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Neurophysiological measures for users' training objective assessment during simulated robot-assisted laparoscopic surgery.

[BibT_eX]

[DOI]

Samuel Deslauriers-Gauthier

Paolo Fiorini

Fabio Babiloni

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Sparse Reconstruction Challenge for diffusion MRI: Validation on a physical phantom to determine which acquisition scheme and analysis method to use?

[BibT_eX]

[DOI]

Medical Image Anal., 2015

Multiview cluster ensembles for multimodal MRI segmentation.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2015

The role of the posterior parietal cortex in stereopsis and hand-eye coordination during motor task behaviours.

[BibT_eX]

[DOI]

Giulia Paggetti

Daniel Richard Leff

Felipe Orihuela-Espina

Cogn. Process., 2015

Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke.

[BibT_eX]

[DOI]

Ying-Chia Lin

Alessandro Daducci

Djalel Eddine Meskaldji

Brain Connect., 2015

Assessment of Mean Apparent Propagator-Based Indices as Biomarkers of Axonal Remodeling after Stroke.

[BibT_eX]

[DOI]

Gunnar Krueger

Cristina Granziera

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Alterations of source and connectivity EEG patterns under simulated deep-SEA condition.

[BibT_eX]

[DOI]

Rutger Henri Jacques Fick

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Using 3D-SHORE and MAP-MRI to obtain both tractography and microstructural constrast from a clinical DMRI acquisition.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Cortical network modulation during paced arm movements.

[BibT_eX]

[DOI]

Emanuela Formaggio

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

A Framework for the Objective Assessment of Registration Accuracy.

[BibT_eX]

[DOI]

Flavio Simonetti

Roberto Israel Foroni

Int. J. Biomed. Imaging, 2014

A multi-view approach to multi-modal MRI cluster ensembles.

[BibT_eX]

[DOI]

Carlos Andres Mendez

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Diffusion MRI Compartmental Model Analysis of DSI Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Towards the Assessment of Motor Network's Behavioral Correlates by Video-EEG.

[BibT_eX]

[DOI]

Paolo Erbizi

Gabriele Bronzato

Andrea Giachetti

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Microstructural Description of Cerebral Tissues from Diffusion Spectrum Imaging Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

A multi-view approach to consensus clustering in multi-modal MRI.

[BibT_eX]

[DOI]

Carlos Andres Mendez

Proceedings of the IEEE International Conference on Acoustics, 2014

Multiscale sample entropy for time resolved epileptic seizure detection and fingerprinting.

[BibT_eX]

[DOI]

Davide Conigliaro

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Social interactions by visual focus of attention in a three-dimensional environment.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2013

2012

Analyzing Groups: A Social Signaling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Video Analytics for Business Intelligence, 2012

DCE-MRI and DWI Integration for Breast Lesions Assessment and Heterogeneity Quantification.

[BibT_eX]

[DOI]

Giuseppe Petralia

Int. J. Biomed. Imaging, 2012

Multimodal MRI-based tissue classification in breast ductal carcinoma.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances.

[BibT_eX]

[DOI]

Marco Cristani

Giulia Paggetti

Alessandro Vinciarelli

Loris Bazzani

Vittorio Murino

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Towards a diffusion image processing validation and accuracy prediction framework.

[BibT_eX]

[DOI]

Alessandro Daducci

Meritxell Bach Cuadra

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Social interaction discovery by statistical analysis of F-formations.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2011

2010

Does It Exist a Link between Performance and Parietal Cortex Activity in Surgical Tasks?

[BibT_eX]

Proceedings of the ICFC-ICNC 2010, 2010

Is Light Blue (azzurro) Color Name Universal in the Italian Language?

[BibT_eX]

[DOI]

Giulia Paggetti

Proceedings of the Trends and Topics in Computer Vision, 2010

2008

Model-Based Analysis of Flow-Mediated Dilation and Intima-Media Thickness.

[BibT_eX]

[DOI]

Int. J. Biomed. Imaging, 2008

2007

Perceptual Issues in Haptic Digital Watermarking.

[BibT_eX]

[DOI]

Domenico Prattichizzo

IEEE Multim., 2007

Image Perception.

[BibT_eX]

[DOI]

Guang-Zhong Yang

EURASIP J. Adv. Signal Process., 2007

A Discrete Model for Color Naming.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2007

An interactive toolbox for atlas-based segmentation and coding of volumetric images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Perceptual coding of stereo endoscopy video for minimally invasive surgery.

[BibT_eX]

[DOI]

Guido Bartoli

Guang-Zhong Yang

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Fully automatic perceptual modeling of near regular textures.

[BibT_eX]

[DOI]

A. Franceschetti

Alessandro Mecocci

Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

Perceptual quality evaluation of geometric distortions in images.

[BibT_eX]

[DOI]

Angela D'Angelo

Mauro Barni

Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

Active contours and information theory for supervised segmentation on scalar images.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

MPsteg: hiding a message in the Matching Pursuit domain.

[BibT_eX]

[DOI]

Giacomo Cancelli

Mauro Barni

Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VIII, 2006

Is haptic watermarking worth it?

[BibT_eX]

[DOI]

Domenico Prattichizzo

Mauro Barni

Proceedings of the Human Vision and Electronic Imaging XI, 2006

2005

Towards a semantic-driven metric for image quality.

[BibT_eX]

[DOI]

Riccardo Zambon

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

A measure for spatial dependence in natural stochastic textures.

[BibT_eX]

Roberto Costantini

Sabine Süsstrunk

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

3D Encoding/2D Decoding of Medical Data.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2003

Modeling of 2D+1 texture movies for video coding.

[BibT_eX]

[DOI]

Image Vis. Comput., 2003

2002

Lossy to lossless object-based coding of 3-D MRI data.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2002

3D/2D object-based coding of head MRI data.

[BibT_eX]

[DOI]

Laurent Grewe

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Integer wavelet transform for embedded lossy to lossless image compression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2001

DWT based non-parametric texture modeling.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Multirate Coding of 3D Medical Data.

[BibT_eX]

[DOI]

Laurent Grewe

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

A Parametric Hybrid Model Used for Multidimensional Object Representation.

[BibT_eX]

[DOI]

Vincent Vaerman

Proceedings of the 1999 International Conference on Image Processing, 1999

Object-Based Coding of Volumetric Medical Data.

[BibT_eX]

Vincent Vaerman

Proceedings of the 1999 International Conference on Image Processing, 1999

1996

A prototype waveform interpolation low bit rate speech codec.

[BibT_eX]

[DOI]