Publications HAL de Mendizabal de la structure 425649

Journal articles

titre
Force classification during robotic interventions through simulation-trained neural networks
auteur
Andrea Mendizabal, Raphael Sznitman, Stéphane Cotin
article
International Journal of Computer Assisted Radiology and Surgery, Springer Verlag, 2019, 14, pp.1601-1610. ⟨10.1007/s11548-019-02048-3⟩
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Intravitreal injection is among the most frequent treatment strategies for chronic ophthalmic diseas .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02268782/file/IJCARS_rebuttal_bis%282%29.pdf BibTex
titre
Simulation of hyperelastic materials in real-time using deep learning
auteur
Andrea Mendizabal, Pablo Márquez-Neila, Stéphane Cotin
article
Medical Image Analysis, Elsevier, 2019, 59, pp.101569. ⟨10.1016/j.media.2019.101569⟩
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The finite element method (FEM) is among the most commonly used numerical methods for solving engine .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02097119/file/hal_version_media_paper.pdf BibTex

Conference papers

titre
Physics-based Deep Neural Network for Real-Time Lesion Tracking in Ultrasound-guided Breast Biopsy
auteur
Andrea Mendizabal, Eleonora Tagliabue, Jean-Nicolas Brunet, Diego Dall'Alba, Paolo Fiorini, Stéphane Cotin
article
Computational Biomechanics for Medicine XIV, Oct 2019, Shenzhen, China
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In the context of ultrasound (US) guided breast biopsy, image fusion techniques can be employed to t .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02311277/file/camera_ready_manuscript.pdf BibTex
titre
Physics-based Deep Neural Network for Augmented Reality during Liver Surgery
auteur
Jean-Nicolas Brunet, Andrea Mendizabal, Antoine Petit, Nicolas Golse, Eric Vibert, Stéphane Cotin
article
MICCAI 2019 - 22nd International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2019, Shenzhen, China. pp.8, ⟨10.1007/978-3-030-32254-0_16⟩
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In this paper we present an approach combining a finite element method and a deep neural network to .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02158862/file/MICCAI2019%284%29.pdf BibTex
titre
A Combined Simulation & Machine Learning Approach for Image-based Force Classification during Robotized Intravitreal Injections
auteur
Andrea Mendizabal, Tatiana Fountoukidou, Jan Hermann, Raphael Sznitman, Stéphane Cotin
article
Medical Image Computing and Computer Assisted Interventions Conference, Sep 2018, Granada, Spain
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Intravitreal injection is one of the most common treatment strategies for chronic ophthalmic disease .....
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/hal-01878682/file/MICCAI2018_last_version.pdf BibTex
titre
Face-based Smoothed Finite Element Method for Real-time Simulation of soft tissue
auteur
Andrea Mendizabal, Rémi Bessard Duparc, Huu Phuoc Bui, Christoph J Paulus, Igor Peterlik, Stéphane Cotin
article
SPIE Medical Imaging, Feb 2017, Orlando, United States
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In soft tissue surgery, a tumor and other anatomical structures are usually located using the preope .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-01444595/file/SPIE2017.pdf BibTex

Book sections

titre
Data-driven simulation for augmented surgery
auteur
Andrea Mendizabal, Eleonora Tagliabue, Tristan Hoellinger, Jean-Nicolas Brunet, Sergei Nikolaev, Stéphane Cotin
article
Bilen Emek Abali; Ivan Giorgio. Developments and Novel Approaches in Biomechanics and Metamaterials, 132, pp.71-96, 2020, 978-3-030-50464-9. ⟨10.1007/978-3-030-50464-9⟩
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To build an augmented view of an organ during surgery, it is essential to have a biomechanical model .....
Accès au texte intégral et bibtex
https://hal.inria.fr/hal-02538101/file/Iconsom_manuscript_2019.pdf BibTex

Theses

titre
Machine Learning meets real-time Numerical Simulation - Application to surgical training, preoperative planning and surgical assistance
auteur
Andrea Mendizabal
article
Biomechanics [physics.med-ph]. Université de Strasbourg, 2020. English
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Many engineering applications require accurate numerical simulations of non-linear structures in rea .....
Accès au texte intégral et bibtex
https://hal.archives-ouvertes.fr/tel-03116502/file/PhD_thesis.pdf BibTex