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Silvia Schievano
ORCID
Publication Activity (10 Years)
Years Active: 2010-2024
Publications (10 Years): 14
Top Topics
Neural Network
Surgical Planning
Statistical Shape
Flow Field
Top Venues
CoRR
Int. J. Comput. Assist. Radiol. Surg.
STACOM@MICCAI
MICCAI (3)
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Publications
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Tina Yao
,
Endrit Pajaziti
,
Michael Quail
,
Silvia Schievano
,
Jennifer Anne Steeden
,
Vivek Muthurangu
Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data.
CoRR
(2024)
Lara Deliege
,
Alessandra Carriero
,
Juling Ong
,
Greg James
,
Owase Jeelani
,
David J. Dunaway
,
Petronella Stoltz
,
David Hersh
,
Jonathan Martin
,
Kathleen Carroll
,
Megan Chamis
,
Silvia Schievano
,
Markus Bookland
,
Alessandro Borghi
A computational modelling tool for prediction of head reshaping following endoscopic strip craniectomy and helmet therapy for the treatment of scaphocephaly.
Comput. Biol. Medicine
177 (2024)
Endrit Pajaziti
,
Javier Montalt-Tordera
,
Claudio Capelli
,
Raphaël Sivera
,
Emilie Sauvage
,
Michael Quail
,
Silvia Schievano
,
Vivek Muthurangu
Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.
PLoS Comput. Biol.
19 (4) (2023)
Simone Foti
,
Alexander J. Rickart
,
Bongjin Koo
,
Eimear O' Sullivan
,
Lara S. van de Lande
,
Athanasios Papaioannou
,
Roman Khonsari
,
Danail Stoyanov
,
N. U. Owase Jeelani
,
Silvia Schievano
,
David J. Dunaway
,
Matthew J. Clarkson
Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning.
CoRR
(2023)
Endrit Pajaziti
,
Javier Montalt-Tordera
,
Claudio Capelli
,
Raphaël Sivera
,
Emilie Sauvage
,
Silvia Schievano
,
Vivek Muthurangu
Deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.
CoRR
(2022)
F. Ruggiero
,
G. Badiali
,
M. Bevini
,
C. Marchetti
,
Juling Ong
,
F. Bolognesi
,
Silvia Schievano
,
David J. Dunaway
,
A. Bianchi
,
Alessandro Borghi
Parametrizing the genioplasty: a biomechanical virtual study on soft tissue behavior.
Int. J. Comput. Assist. Radiol. Surg.
17 (1) (2022)
Eimear O' Sullivan
,
Lara van de Lande
,
Antonia Osolos
,
Silvia Schievano
,
David J. Dunaway
,
Neil Bulstrode
,
Stefanos Zafeiriou
Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh Autoencoders.
MICCAI (3)
(2020)
Freida Angullia
,
W. Richard Fright
,
R. Richards
,
Silvia Schievano
,
Alf D. Linney
,
David J. Dunaway
A novel RBF-based predictive tool for facial distraction surgery in growing children with syndromic craniosynostosis.
Int. J. Comput. Assist. Radiol. Surg.
15 (2) (2020)
Jan L. Bruse
,
Maria A. Zuluaga
,
Abbas Khushnood
,
Kristin McLeod
,
Hopewell N. Ntsinjana
,
Tain-Yen Hsia
,
Maxime Sermesant
,
Xavier Pennec
,
Andrew Mayall Taylor
,
Silvia Schievano
Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches.
IEEE Trans. Biomed. Eng.
64 (10) (2017)
Naiara Rodriguez-Florez
,
Jan L. Bruse
,
Alessandro Borghi
,
Herman Vercruysse
,
Juling Ong
,
Greg James
,
Xavier Pennec
,
David J. Dunaway
,
N. U. Owase Jeelani
,
Silvia Schievano
Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty.
Int. J. Comput. Assist. Radiol. Surg.
12 (10) (2017)
Maria A. Zuluaga
,
Benedetta Biffi
,
Andrew Mayall Taylor
,
Silvia Schievano
,
Tom Vercauteren
,
Sébastien Ourselin
Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients.
RAMBO+HVSMR@MICCAI
(2016)
Jan L. Bruse
,
Kristin McLeod
,
Giovanni Biglino
,
Hopewell N. Ntsinjana
,
Claudio Capelli
,
Tain-Yen Hsia
,
Maxime Sermesant
,
Xavier Pennec
,
Andrew Mayall Taylor
,
Silvia Schievano
A statistical shape modelling framework to extract 3D shape biomarkers from medical imaging data: assessing arch morphology of repaired coarctation of the aorta.
BMC Medical Imaging
16 (2016)
Benedetta Biffi
,
Maria A. Zuluaga
,
Sébastien Ourselin
,
Andrew Mayall Taylor
,
Silvia Schievano
Papillary Muscle Segmentation from a Multi-atlas Database: A Feasibility Study.
STACOM@MICCAI
(2015)
Jan L. Bruse
,
Kristin McLeod
,
Giovanni Biglino
,
Hopewell N. Ntsinjana
,
Claudio Capelli
,
Tain-Yen Hsia
,
Maxime Sermesant
,
Xavier Pennec
,
Andrew Mayall Taylor
,
Silvia Schievano
A Non-parametric Statistical Shape Model for Assessment of the Surgically Repaired Aortic Arch in Coarctation of the Aorta: How Normal is Abnormal?
STACOM@MICCAI
(2015)
Benjamin Bhattacharya-Ghosh
,
Silvia Schievano
,
Vanessa Díaz-Zuccarini
A multi-physics and multi-scale lumped parameter model of cardiac contraction of the left ventricle: A conceptual model from the protein to the organ scale.
Comput. Biol. Medicine
42 (10) (2012)
Claudio Capelli
,
Giorgia M. Bosi
,
E. Cerri
,
J. Nordmeyer
,
Thomas Odenwald
,
P. Bonhoeffer
,
Francesco Migliavacca
,
Andrew Mayall Taylor
,
Silvia Schievano
Patient-specific simulations of transcatheter aortic valve stent implantation.
Medical Biol. Eng. Comput.
50 (2) (2012)
Dime Vitanovski
,
Alexey Tsymbal
,
Razvan Ioan Ionasec
,
Bogdan Georgescu
,
Martin Huber
,
Andrew Mayall Taylor
,
Silvia Schievano
,
Shaohua Kevin Zhou
,
Joachim Hornegger
,
Dorin Comaniciu
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging.
MICCAI (1)
(2010)