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Gianmarco Santini
Publication Activity (10 Years)
Years Active: 2017-2022
Publications (10 Years): 9
Top Topics
Deep Learning
Deformable Image Registration
Unsupervised Learning
Convolutional Neural Networks
Top Venues
CoRR
EMBC
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Publications
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Noémie Moreau
,
Caroline Rousseau
,
Constance Fourcade
,
Gianmarco Santini
,
Ludovic Ferrer
,
Marie Lacombe
,
Camille Guillerminet
,
Mathilde Colombié
,
Pascal Jézéquel
,
Mario Campone
,
Mathieu Rubeaux
,
Nicolas Normand
F-FDG PET/CT imaging studies.
EMBC
(2022)
Constance Fourcade
,
Ludovic Ferrer
,
Noémie Moreau
,
Gianmarco Santini
,
Aishlinn Brennan
,
Caroline Rousseau
,
Marie Lacombe
,
Vincent Fleury
,
Mathilde Colombié
,
Pascal Jézéquel
,
Mario Campone
,
Mathieu Rubeaux
,
Diana Mateus
Deformable Image Registration with Deep Network Priors: a Study on Longitudinal PET Images.
CoRR
(2021)
Noémie Moreau
,
Caroline Rousseau
,
Constance Fourcade
,
Gianmarco Santini
,
Ludovic Ferrer
,
Marie Lacombe
,
Camille Guillerminet
,
Mario Campone
,
Mathilde Colombié
,
Mathieu Rubeaux
,
Nicolas Normand
.
EMBC
(2020)
Constance Fourcade
,
Ludovic Ferrer
,
Gianmarco Santini
,
Noémie Moreau
,
Caroline Rousseau
,
Marie Lacombe
,
Camille Guillerminet
,
Mathilde Colombié
,
Mario Campone
,
Diana Mateus
,
Mathieu Rubeaux
.
EMBC
(2020)
Gianmarco Santini
,
Noémi Moreau
,
Mathieu Rubeaux
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge.
CoRR
(2019)
Gabriele Valvano
,
Nicola Martini
,
Andrea Leo
,
Gianmarco Santini
,
Daniele Della Latta
,
Emiliano Ricciardi
,
Dante Chiappino
Training of a Skull-Stripping Neural Network with efficient data augmentation.
CoRR
(2018)
Gabriele Valvano
,
Gianmarco Santini
,
Nicola Martini
,
Andrea Ripoli
,
Chiara Iacconi
,
Dante Chiappino
,
Daniele Della Latta
Convolutional Neural Networks for the segmentation of microcalcification in Mammography Imaging.
CoRR
(2018)
Gianmarco Santini
,
Lorena M. Zumbo
,
Nicola Martini
,
Gabriele Valvano
,
Andrea Leo
,
Andrea Ripoli
,
Francesco Avogliero
,
Dante Chiappino
,
Daniele Della Latta
Synthetic contrast enhancement in cardiac CT with Deep Learning.
CoRR
(2018)
Gianmarco Santini
,
Daniele Della Latta
,
Nicola Martini
,
Giuseppe Valvano
,
A. Gori
,
Andrea Ripoli
,
C. L. Susini
,
Luigi Landini
,
Dante Chiappino
An automatic deep learning approach for coronary artery calcium segmentation.
CoRR
(2017)