Marco Palombo

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 39

Top Topics

Angular Resolution

Top Venues

Publications

Jianxun Lou, Hanhe Lin, Philippa Young, Richard White, Zelei Yang, Susan Cheng Shelmerdine, David Marshall, Emiliano Spezi, Marco Palombo, Hantao Liu
Predicting Radiologists' Gaze With Computational Saliency Models in Mammogram Reading. IEEE Trans. Multim. 26 (2024)
William Warner, Marco Palombo, Renata Cruz, Ross Callaghan, Noam Shemesh, Derek K. Jones, Flavio Dell'Acqua, Andrada Ianus, Ivana Drobnjak
Temporal Diffusion Ratio (TDR) for imaging restricted diffusion: Optimisation and pre-clinical demonstration. NeuroImage 269 (2023)
Maëliss Jallais, Marco Palombo
μGUIDE: a framework for microstructure imaging via generalized uncertainty-driven inference using deep learning. CoRR (2023)
Jack Reddaway, Peter Eulalio Richardson, Ryan J. Bevan, Jessica Stoneman, Marco Palombo
Microglial morphometric analysis: so many options, so little consistency. Frontiers Neuroinformatics 17 (2023)
Balázs Örzsik, Marco Palombo, Iris Asllani, Derk-Jan Dijk, Neil A. Harrison, Mara Cercignani
Higher order diffusion imaging as a putative index of human sleep-related microstructural changes and glymphatic clearance. NeuroImage 274 (2023)
Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-supervised Machine Learning. CDMRI@MICCAI (2022)
Jason P. Lim, Stefano B. Blumberg, Neil Narayan, Sean C. Epstein, Daniel C. Alexander, Marco Palombo, Paddy J. Slator
Fitting a Directional Microstructure Model to Diffusion-Relaxation MRI Data with Self-Supervised Machine Learning. CoRR (2022)
Matteo Mancini, Derek K. Jones, Marco Palombo
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study. CoRR (2022)
Ileana O. Jelescu, Alexandre de Skowronski, Françoise Geffroy, Marco Palombo, Dmitry S. Novikov
Neurite Exchange Imaging (NEXI): A minimal model of diffusion in gray matter with inter-compartment water exchange. NeuroImage 256 (2022)
Andrada Ianus, Joana Carvalho, Francisca F. Fernandes, Renata Cruz, Cristina Chavarrias, Marco Palombo, Noam Shemesh
mouse brain and comparison with the Allen Brain Atlas. NeuroImage 254 (2022)
Matteo Mancini, Derek K. Jones, Marco Palombo
Lossy Compression of Multidimensional Medical Images Using Sinusoidal Activation Networks: An Evaluation Study. CDMRI@MICCAI (2022)
Marco Palombo, Andrada Ianus, Michele Guerreri, Daniel Nunes, Daniel C. Alexander, Noam Shemesh, Hui Zhang
Corrigendum to "SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI" [Neuroimage 215 (2020), 116835]. NeuroImage 226 (2021)
Vanya V. Valindria, Marco Palombo, Eleni Chiou, Saurabh Singh, Shonit Punwani, Eleftheria Panagiotaki
Synthetic Q-Space Learning With Deep Regression Networks For Prostate Cancer Characterisation With Verdict. ISBI (2021)
Letizia Morelli, Giulia Buizza, Chiara Paganelli, Giulia Riva, Giulia Fontana, Sara Imparato, Alberto Iannalfi, Ester Orlandi, Marco Palombo, Guido Baroni
A Microstructure Model from Conventional Diffusion MRI of Meningiomas: Impact of Noise and Error Minimization. CDMRI@MICCAI (2021)
João P. de Almeida Martins, Markus Nilsson, Björn Lampinen, Marco Palombo, Peter T. While, Carl-Fredrik Westin, Filip Szczepankiewicz
Neural networks for parameter estimation in microstructural MRI: Application to a diffusion-relaxation model of white matter. NeuroImage 244 (2021)
Alberto De Luca, Andrada Ianus, Alexander Leemans, Marco Palombo, Noam Shemesh, Hui Zhang, Daniel C. Alexander, Markus Nilsson, Martijn Froeling, Geert Jan Biessels, Mauro Zucchelli, Matteo Frigo, Enes Albay, Sara Sedlar, Abib Alimi, Samuel Deslauriers-Gauthier, Rachid Deriche, Rutger Fick, Maryam Afzali, Tomasz Pieciak, Fabian Bogusz, Santiago Aja-Fernández, Evren Özarslan, Derek K. Jones, Haoze Chen, Mingwu Jin, Zhijie Zhang, Fengxiang Wang, Vishwesh Nath, Prasanna Parvathaneni, Jan Morez, Jan Sijbers, Ben Jeurissen, Shreyas Fadnavis, Stefan Endres, Ariel Rokem, Eleftherios Garyfallidis, Irina Sánchez, Vesna Prchkovska, Paulo Rodrigues, Bennett A. Landman, Kurt G. Schilling
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge. NeuroImage 240 (2021)
Leevi Kerkelä, Fabio Nery, Ross Callaghan, Fenglei Zhou, Noemi G. Gyori, Filip Szczepankiewicz, Marco Palombo, Geoff J. M. Parker, Hui Zhang, Matt G. Hall, Chris A. Clark
Comparative analysis of signal models for microscopic fractional anisotropy estimation using q-space trajectory encoding. NeuroImage 242 (2021)
Ioana Hill, Marco Palombo, Mathieu D. Santin, Francesca Branzoli, Anne-Charlotte Philippe, Demian Wassermann, Marie-Stephane Aigrot, Bruno Stankoff, Anne Baron-Van Evercooren, Mehdi Felfli, Dominique Langui, Hui Zhang, Stéphane Lehéricy, Alexandra Petiet, Daniel C. Alexander, Olga Ciccarelli, Ivana Drobnjak
Machine learning based white matter models with permeability: An experimental study in cuprizone treated in-vivo mouse model of axonal demyelination. NeuroImage 224 (2021)
Andrada Ianus, Daniel C. Alexander, Hui Zhang, Marco Palombo
Mapping complex cell morphology in the grey matter with double diffusion encoding MR: A simulation study. NeuroImage 241 (2021)
Letizia Morelli, Giulia Buizza, Marco Palombo, Giulia Riva, Giulia Fontana, Sara Imparato, Alberto Iannalfi, Ester Orlandi, Chiara Paganelli, Guido Baroni
. EMBC (2021)
Paddy J. Slator, Jana Hutter, Razvan V. Marinescu, Marco Palombo, Laurence H. Jackson, Alison Ho, Lucy C. Chappell, Mary A. Rutherford, Joseph V. Hajnal, Daniel C. Alexander
Data-Driven multi-Contrast spectral microstructure imaging with InSpect: INtegrated SPECTral component estimation and mapping. Medical Image Anal. 71 (2021)
Maryam Afzali, Markus Nilsson, Marco Palombo, Derek K. Jones
SPHERIOUSLY? The challenges of estimating sphere radius non-invasively in the human brain from diffusion MRI. NeuroImage 237 (2021)
Marco Palombo, Andrada Ianus, Michele Guerreri, Daniel Nunes, Daniel C. Alexander, Noam Shemesh, Hui Zhang
SANDI: A compartment-based model for non-invasive apparent soma and neurite imaging by diffusion MRI. NeuroImage 215 (2020)
Lipeng Ning, Elisenda Bonet-Carne, Francesco Grussu, Farshid Sepehrband, Enrico Kaden, Jelle Veraart, Stefano B. Blumberg, Can Son Khoo, Marco Palombo, Iasonas Kokkinos, Daniel C. Alexander, Jaume Coll-Font, Benoit Scherrer, Simon K. Warfield, Suheyla Cetin Karayumak, Yogesh Rathi, Simon Koppers, Leon Weninger, Chantal M. W. Tax
Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results. NeuroImage 221 (2020)
Ross Callaghan, Daniel C. Alexander, Marco Palombo, Hui Zhang
ConFiG: Contextual Fibre Growth to generate realistic axonal packing for diffusion MRI simulation. NeuroImage 220 (2020)
Mélissa Vincent, Marco Palombo, Julien Valette
Revisiting double diffusion encoding MRS in the mouse brain at 11.7T: Which microstructural features are we sensitive to? NeuroImage 207 (2020)
Paddy J. Slator, Jana Hutter, Razvan V. Marinescu, Marco Palombo, Laurence H. Jackson, Alison Ho, Lucy C. Chappell, Mary A. Rutherford, Joseph V. Hajnal, Daniel C. Alexander
Data-Driven Multi-contrast Spectral Microstructure Imaging with InSpect. MICCAI (6) (2020)
Marco Palombo, Daniel C. Alexander, Hui Zhang
A generative model of realistic brain cells with application to numerical simulation of the diffusion-weighted MR signal. NeuroImage 188 (2019)
Ross Callaghan, Daniel C. Alexander, Hui Zhang, Marco Palombo
Contextual Fibre Growth to Generate Realistic Axonal Packing for Diffusion MRI Simulation. IPMI (2019)
Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander
Multi-stage Prediction Networks for Data Harmonization. MICCAI (4) (2019)
Michele Guerreri, Marco Palombo, Alessandra Caporale, Fabrizio Fasano, Emiliano Macaluso, Marco Bozzali, Silvia Capuani
-metrics derived from anomalous diffusion signal representation. NeuroImage 188 (2019)
Paddy J. Slator, Jana Hutter, Razvan V. Marinescu, Marco Palombo, Alexandra L. Young, Laurence H. Jackson, Alison Ho, Lucy C. Chappell, Mary A. Rutherford, Joseph V. Hajnal, Daniel C. Alexander
InSpect: INtegrated SPECTral Component Estimation and Mapping for Multi-contrast Microstructural MRI. IPMI (2019)
Stefano B. Blumberg, Marco Palombo, Can Son Khoo, Chantal M. W. Tax, Ryutaro Tanno, Daniel C. Alexander
Multi-Stage Prediction Networks for Data Harmonization. CoRR (2019)
Clemence Ligneul, Marco Palombo, Edwin Hernandez-Garzon, Maria-Angeles Carrillo-de Sauvage, Julien Flament, Philippe Hantraye, Emmanuel Brouillet, Gilles Bonvento, Carole Escartin, Julien Valette
. NeuroImage 191 (2019)
Marco Palombo, Daniel C. Alexander, Hui Zhang
A generative model of realistic brain cells with application to numerical simulation of diffusion-weighted MR signal. CoRR (2018)
Derek K. Jones, Daniel C. Alexander, Richard Bowtell, Mara Cercignani, Flavio Dell'Acqua, Damien J. McHugh, Karla L. Miller, Marco Palombo, Geoffrey J. M. Parker, S. Umesh Rudrapatna, Chantal M. W. Tax
Microstructural imaging of the human brain with a 'super-scanner': 10 key advantages of ultra-strong gradients for diffusion MRI. NeuroImage 182 (2018)
Marco Palombo, Clemence Ligneul, Edwin Hernandez-Garzon, Julien Valette
Can we detect the effect of spines and leaflets on the diffusion of brain intracellular metabolites? NeuroImage 182 (2018)
Marco Palombo, Noam Shemesh, Itamar Ronen, Julien Valette
DW-MRS. NeuroImage 182 (2018)
Alessandra Caporale, Marco Palombo, Emiliano Macaluso, Michele Guerreri, Marco Bozzali, Silvia Capuani
The γ-parameter of anomalous diffusion quantified in human brain by MRI depends on local magnetic susceptibility differences. NeuroImage 147 (2017)
Johnson J. GadElkarim, Richard L. Magin, Mark M. Meerschaert, Silvia Capuani, Marco Palombo, Anand R. Kumar, Alex D. Leow
Fractional Order Generalization of Anomalous Diffusion as a Multidimensional Extension of the Transmission Line Equation. IEEE J. Emerg. Sel. Topics Circuits Syst. 3 (3) (2013)