Silvia Schievano

22 papers Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A combined Machine Learning and Finite Element Modelling tool for the surgical planning of craniosynostosis correction.
CoRR
Itxasne Antúnez Sáenz, Ane Alberdi Aramendi, David J. Dunaway, Juling Ong, Lara Deliege, Amparo Sáenz, Anita Ahmadi Birjandi, N. U. Owase Jeelani, Silvia Schievano, Alessandro Borghi
2024 J jnl
A computational modelling tool for prediction of head reshaping following endoscopic strip craniectomy and helmet therapy for the treatment of scaphocephaly.
Comput. Biol. Medicine
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
2024 J jnl
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
Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer Anne Steeden, Vivek Muthurangu
2024 J jnl
Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data.
PLoS Comput. Biol.
Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer Anne Steeden, Vivek Muthurangu
2024 — conf
Improving Understanding of Cardiovascular Structures: A Workflow to Visualize Patient-Specific Simulations in Virtual Reality.
XR (2)
Fabrizio Crascì, Endrit Pajaziti, Salvatore Pasta, Liam Swanson, Silvia Schievano, Claudio Capelli
2024 J jnl
Latent disentanglement in mesh variational autoencoders improves the diagnosis of craniofacial syndromes and aids surgical planning.
Comput. Methods Programs Biomed.
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
2024 — conf
VheaRts: Reporting a Single-Centre Experience in Developing and Implementing a Virtual Reality Application for Planning Treatment of Congenital Heart Disease.
XR (2)
Endrit Pajaziti, Silvia Schievano, Andrew C. Cook, Felix Johannes Thiel, Anusha Jegatheeswaran, Georgios Belitsis, Branko Mimic, Martin Kostolny, Claudio Capelli
2023 J jnl
Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning.
CoRR
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
2023 J jnl
Shape-driven deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.
PLoS Comput. Biol.
Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Michael Quail, Silvia Schievano, Vivek Muthurangu
2022 J jnl
Deep neural networks for fast acquisition of aortic 3D pressure and velocity flow fields.
CoRR
Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphaël Sivera, Emilie Sauvage, Silvia Schievano, Vivek Muthurangu
2022 J jnl
Parametrizing the genioplasty: a biomechanical virtual study on soft tissue behavior.
Int. J. Comput. Assist. Radiol. Surg.
Federica Ruggiero, Giovanni Badiali, Mirko Bevini, C. Marchetti, Juling Ong, Federico Bolognesi, Silvia Schievano, David J. Dunaway, A. Bianchi, Alessandro Borghi
2020 J jnl
A novel RBF-based predictive tool for facial distraction surgery in growing children with syndromic craniosynostosis.
Int. J. Comput. Assist. Radiol. Surg.
Freida Angullia, W. Richard Fright, R. Richards, Silvia Schievano, Alf D. Linney, David J. Dunaway
2020 — conf
Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh Autoencoders.
MICCAI (3)
Eimear O' Sullivan, Lara van de Lande, Antonia Osolos, Silvia Schievano, David J. Dunaway, Neil Bulstrode, Stefanos Zafeiriou
2017 J jnl
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.
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
2017 J jnl
Statistical shape modelling to aid surgical planning: associations between surgical parameters and head shapes following spring-assisted cranioplasty.
Int. J. Comput. Assist. Radiol. Surg.
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
2016 J jnl
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
Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2016 — conf
Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients.
RAMBO+HVSMR@MICCAI
Maria A. Zuluaga, Benedetta Biffi, Andrew Mayall Taylor, Silvia Schievano, Tom Vercauteren, Sébastien Ourselin
2015 — conf
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
Jan L. Bruse, Kristin McLeod, Giovanni Biglino, Hopewell N. Ntsinjana, Claudio Capelli, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
2015 — conf
Papillary Muscle Segmentation from a Multi-atlas Database: A Feasibility Study.
STACOM@MICCAI
Benedetta Biffi, Maria A. Zuluaga, Sébastien Ourselin, Andrew Mayall Taylor, Silvia Schievano
2012 J jnl
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
Benjamin Bhattacharya-Ghosh, Silvia Schievano, Vanessa Díaz-Zuccarini
2012 J jnl
Patient-specific simulations of transcatheter aortic valve stent implantation.
Medical Biol. Eng. Comput.
Claudio Capelli, Giorgia M. Bosi, E. Cerri, J. Nordmeyer, Thomas Odenwald, P. Bonhoeffer, Francesco Migliavacca, Andrew Mayall Taylor, Silvia Schievano
2010 — conf
Cross-Modality Assessment and Planning for Pulmonary Trunk Treatment Using CT and MRI Imaging.
MICCAI (1)
Dime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Bogdan Georgescu, Martin Huber, Andrew Mayall Taylor, Silvia Schievano, Shaohua Kevin Zhou, Joachim Hornegger, Dorin Comaniciu