Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Marco Lorenzi

Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning


May 21, 2021
Yann Fraboni, Richard Vidal, Laetitia Kameni, Marco Lorenzi


  Access Paper or Ask Questions

Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas


May 04, 2021
Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias


  Access Paper or Ask Questions

Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation


Jan 29, 2021
Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga


  Access Paper or Ask Questions

Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasets


Oct 08, 2020
Jaume Banus, Maxime Sermesant, Oscar Camara, Marco Lorenzi


  Access Paper or Ask Questions

Free-rider Attacks on Model Aggregation in Federated Learning


Jun 21, 2020
Yann Fraboni, Richard Vidal, Marco Lorenzi


  Access Paper or Ask Questions

A model of brain morphological changes related to aging and Alzheimer's disease from cross-sectional assessments


May 23, 2019
Raphaël Sivera, Hervé Delingette, Marco Lorenzi, Xavier Pennec, Nicholas Ayache

* NeuroImage, Elsevier, In press 

  Access Paper or Ask Questions

Monotonic Gaussian Process for Spatio-Temporal Trajectory Separation in Brain Imaging Data


Feb 28, 2019
Clement Abi Nader, Nicholas Ayache, Philippe Robert, Marco Lorenzi


  Access Paper or Ask Questions

DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders


Jan 11, 2019
Razvan V. Marinescu, Arman Eshaghi, Marco Lorenzi, Alexandra L. Young, Neil P. Oxtoby, Sara Garbarino, Sebastian J. Crutch, Daniel C. Alexander

* 24 pages, 5 figures, 2 tables, 1 algorithm 

  Access Paper or Ask Questions

Disease Knowledge Transfer across Neurodegenerative Diseases


Jan 11, 2019
Razvan V. Marinescu, Marco Lorenzi, Stefano Blumberg, Alexandra L. Young, Pere P. Morell, Neil P. Oxtoby, Arman Eshaghi, Keir X. Yong, Sebastian J. Crutch, Daniel C. Alexander

* IPMI 2019 submission, 13 pages, 5 figures, 2 tables 

  Access Paper or Ask Questions

Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data


Oct 22, 2018
Santiago Silva, Boris Gutman, Eduardo Romero, Paul M Thompson, Andre Altmann, Marco Lorenzi

* Federated learning, distributed databases, PCA, SVD, meta-analysis, brain disease 

  Access Paper or Ask Questions

Constraining the Dynamics of Deep Probabilistic Models


Jun 18, 2018
Marco Lorenzi, Maurizio Filippone

* 13 pages 

  Access Paper or Ask Questions