Emmanuel Roux

Publications

Article dans une revue (18)

Simulation, Design and characterization of a Large Divergent Element Sparse Array (LDESA) for 3D Ultrasound Imaging Jean-Baptiste Jacquet,Jean-Luc Guey,Pierre Kauffmann,Mohamed Tamraoui,Emmanuel Rouxet al. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, ⟨10.1109/TUFFC.2025.3583178⟩ Article dans une revue hal-05135761v1
A Deep Reinforcement Learning Based Region-Specific Beamformer for Sparse Arrays 3D Ultrasound Imaging Mohamed Tamraoui,Hervé Liebgott,Emmanuel Roux IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2025, pp.1-1. ⟨10.1109/TUFFC.2025.3560872⟩ Article dans une revue hal-05035945v1
Deformation-aided lung segmentation: Introducing the DALS network for efficient learning Mehdi Shekarnabi,Emmanuel Roux,Jean-Christophe Richard,Sam Bayat,Maciej Orkisz Next Research, 2025, 2 (4), pp.101005. ⟨10.1016/j.nexres.2025.101005⟩ Article dans une revue hal-05379909v1
Complementary Coded Multiplane Wave Sequences For SNR Increase in Ultrafast Power Doppler Ultrasound Imaging Tamraoui Mohamed,Adeline Bernard,Roux Emannuel,Liebgott Hervé IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, ⟨10.1109/TUFFC.2025.3581350⟩ Article dans une revue hal-05121990v1
An asymmetric heuristic for trained ternary quantization based on the statistics of the weights: an application to medical signal classification Yamil Vindas,Emmanuel Roux,Blaise Kévin Guépié,Marilys Almar,Philippe Delachartre Pattern Recognition Letters, In press, 188, pp.37-45. ⟨10.1016/j.patrec.2024.11.016⟩ Article dans une revue hal-04777110v1
Pulmonary inflammation decreases with ultra-protective ventilation in experimental ARDS under VV-ECMO: a positron emission tomography study Guillaume Deniel,François Dhelft,Sophie Lancelot,Maciej Orkisz,Emmanuel Rouxet al. Frontiers in Medicine, 2024, 11 (2), pp.1338602. ⟨10.3389/fmed.2024.1338602⟩ Article dans une revue hal-04530192v1
Prone position decreases acute lung inflammation measured by [11C](R)-PK11195 positron emission tomography in experimental acute respiratory distress syndrome François Dhelft,Sophie Lancelot,William Mouton,Didier Le Bars,Nicolas Costeset al. Journal of Applied Physiology, 2023, 134 (2), pp.467-481. ⟨10.1152/japplphysiol.00234.2022⟩ Article dans une revue hal-04212416v1
Precision of CT-derived alveolar recruitment assessed by human observers and a machine learning algorithm in moderate and severe ARDS Ludmilla Penarrubia,Aude Verstraete,Maciej Orkisz,Eduardo Davila,Loic Bousselet al. Intensive Care Medicine Experimental, 2023, 11 (1), pp.8. ⟨10.1186/s40635-023-00495-6⟩ Article dans une revue hal-04013581v1
Complete Complementary Coded Excitation Scheme for SNR Improvement of 2D Sparse Array Ultrasound Imaging Mohamed Tamraoui,Herve Liebgott,Emmanuel Roux IEEE Transactions on Biomedical Engineering, In press, ⟨10.1109/TBME.2023.3325657⟩ Article dans une revue hal-04321874v1
Semi-automatic data annotation based on feature-space projection and local quality metrics: An application to cerebral emboli characterization Yamil Vindas,Blaise Kévin Guépié,Marilys Almar,Emmanuel Roux,Philippe Delachartre Medical Image Analysis, 2022, 79, pp.102437. ⟨10.1016/j.media.2022.102437⟩ Article dans une revue hal-03872997v2
Response to PEEP in COVID-19 ARDS patients with and without extracorporeal membrane oxygenation. A multicenter case–control computed tomography study Jean-Christophe Richard,Florian Sigaud,Maxime Gaillet,Maciej Orkisz,Sam Bayatet al. Critical Care, 2022, 26 (1), pp.195. ⟨10.1186/s13054-022-04076-z⟩ Article dans une revue hal-04212435v1
Improving motion‐mask segmentation in thoracic CT with multiplanar U‐nets Ludmilla Penarrubia,Nicolas Pinon,Emmanuel Roux,E.E. Dávila Serrano,Jean-Christophe Richardet al. Medical Physics : The international journal of medical physics research and practice, 2022, 49 (1), pp.420-431. ⟨10.1002/mp.15347⟩ Article dans une revue hal-03464276v1
Design, Implementation, and Medical Applications of 2-D Ultrasound Sparse Arrays Alessandro Ramalli,Enrico Boni,Emmanuel Roux,Herve Liebgott,Piero Tortoli IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2022, 69 (10), pp.2739-2755. ⟨10.1109/TUFFC.2022.3162419⟩ Article dans une revue hal-04212919v1
Experimental 3-D Ultrasound Imaging with 2-D Sparse Arrays using Focused and Diverging Waves Emmanuel Roux,François Varray,Lorena Petrusca,Christian Cachard,Piero Tortoliet al. Scientific Reports, 2018, 8 (1), pp.9108 - 9108. ⟨10.1038/s41598-018-27490-2⟩ Article dans une revue hal-01839963v1
High-Quality Plane Wave Compounding using Convolutional Neural Networks Maxime Gasse,Fabien Millioz,Emmanuel Roux,Damien Garcia,Hervé Liebgottet al. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2017, 64 (10), pp.1637-1639. ⟨10.1109/TUFFC.2017.2736890⟩ Article dans une revue hal-01596034v1
Wideband 2-D Array Design Optimization With Fabrication Constraints for 3-D US Imaging Emmanuel Roux,Alessandro Ramalli,Hervé Liebgott,Christian Cachard,Marc C. Robiniet al. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2017, 64 (1), pp.108 - 125. ⟨10.1109/TUFFC.2016.2614776⟩ Article dans une revue hal-01438361v1
2-D Ultrasound Sparse Arrays Multidepth Radiation Optimization Using Simulated Annealing and Spiral-Array Inspired Energy Functions Emmanuel Roux,Alessandro Ramalli,Piero Tortoli,Christian Cachard,Marc C. Robiniet al. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2016, 63 (12), pp.2138 - 2149. ⟨10.1109/TUFFC.2016.2602242⟩ Article dans une revue hal-01438338v1
Density-Tapered Sunflower: A Deterministic Sparse Array Solution [Cover] Alessandro Ramalli,Enrico Boni,Emmanuel Roux,Piero Tortoli IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, 2015, 62 (8), pp.c1-c2. ⟨10.1109/TUFFC.2015.620801⟩ Article dans une revue hal-02285671v1

Communication dans un congrès (16)

Integrating Finite-Element Model of Probe Element in GPU Accelerated Ultrasound Image Simulation Jean-Baptiste Jacquet,Mohamed Tamraoui,Pierre Kauffmann,Jean-Luc Guey,Emmanuel Rouxet al. 2023 IEEE International Ultrasonics Symposium (IUS), Sep 2023, Montréal, Canada. ⟨10.1109/IUS51837.2023.10306556⟩ Communication dans un congrès hal-04638660v1
Hyperuniform Disordered Sparse Array For 3D Ultrasound Imaging Mohamed Tamraoui,Emmanuel Roux,Hervé Liebgott 2023 IEEE International Ultrasonics Symposium (IUS), Sep 2023, Montreal, France. pp.1-4, ⟨10.1109/IUS51837.2023.10308368⟩ Communication dans un congrès hal-04941986v1
Soft labels noise tolerant loss functions for transcranial Doppler ultrasound signal classification Yamil Vindas,Blaise Kévin Guépié,Marilys Almar,Emmanuel Roux,Philippe Delachartre 2023 IEEE International Ultrasonics Symposium (IUS), Sep 2023, Montreal, Canada. pp.1-4, ⟨10.1109/IUS51837.2023.10308259⟩ Communication dans un congrès hal-04285806v1
An hybrid cnn-transformer model based on multi-feature extraction and attention fusion mechanism for cerebral emboli classification Philippe Delachartre,Yamil Vindas,Emmanuel Roux,Blaise Kévin Guépié,Marilys Almar Machine Learning for Healthcare, Aug 2022, Durham, United States Communication dans un congrès hal-04429525v1
Semi-supervised annotation of Transcranial Doppler ultrasound micro-embolic data Yamil Vindas,Emmanuel Roux,Blaise Kévin Guépié,Marilys Almar,Philippe Delachartre 2021 IEEE International Ultrasonics Symposium (IUS), Sep 2021, Xi'an, China. ⟨10.1109/IUS52206.2021.9593847⟩ Communication dans un congrès hal-03521384v1
Development of an Experimental Setup for Safety Assessments of New Ultrasound Imaging Modes Adeline Bernard,Herve Liebgott,Pauline Muleki Seya,Lorena Petrusca,Emmanuel Rouxet al. Forum Acusticum, Dec 2020, Lyon, France. pp.3387-3394, ⟨10.48465/fa.2020.0248⟩ Communication dans un congrès hal-03233967v1
Spectral Doppler Measurements with 2-D Sparse Arrays Paolo Mattesini,Alessandro Ramalli,Emmanuel Roux,Lorena Petrusca,Herve Liebgottet al. 2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, France. pp.1-4 Communication dans un congrès hal-02285691v1
Optimal virtual sources distribution in 3-D diverging wave Ultrasound Imaging: an experimental study P. Mattesini,G. Le Moign,E. Roux,E. Badescu,L. Petruscaet al. IEEE International Ultrasonics Symposium, Oct 2018, Kobe, Japan. ⟨10.1109/ULTSYM.2018.8579668⟩ Communication dans un congrès hal-01955120v1
Accelerating Plane Wave Imaging through Deep Learning-Based Reconstruction: An Experimental Study Maxime Gasse,Fabien Millioz,Emmanuel Roux,Hervé Liebgott,Denis Friboulet 2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States Communication dans un congrès hal-01609173v1
Validation of Optimal 2D Sparse Arrays in Focused Mode: Phantom Experiments Emmanuel Roux,Emilia Badescu,Lorena Petrusca,Francois Varray,Alessandro Ramalliet al. 2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States Communication dans un congrès hal-01598578v1
Comparison of different optimized irregular sparse 2D ultrasound arrays Bakary Diarra,Emmanuel Roux,Hervé Liebgott,Samikannu Ravi,Marc C. Robiniet al. 2016 IEEE International Ultrasonics Symposium (IUS), Sep 2016, Tours, France. ⟨10.1109/ULTSYM.2016.7728414⟩ Communication dans un congrès hal-01438438v1
Spiral array inspired multi-depth cost function for 2D sparse array optimization Emmanuel Roux,Alessandro Ramalli,Marc C. Robini,Hervé Liebgott,Christian Cachardet al. Ultrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0096⟩ Communication dans un congrès hal-01265828v1
Modélisation et simulation acoustique pour l’optimisation de sondes échographiques 2D par recuit simulé Emmanuel Roux,Marc C. Robini,Alessandro Ramalli,Piero Tortoli,Christian Cachardet al. XXVème Colloque GRETSI, Sep 2015, Lyon, France Communication dans un congrès hal-01286079v1
Speed-up of acoustic simulation techniques for 2D sparse array optimization by simulated annealing E. Roux,A. Ramalli,P. Tortoli,C. Cachard,M. Robiniet al. Ultrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. pp.1 - 4 ⟨10.1109/ULTSYM.2015.0431⟩ Communication dans un congrès hal-01272818v1
Optimization of free-moving elements in 2D ultrasound sparse arrays B. Diarra,M. Robini,E. Roux,P. Tortoli,H. Liebgottet al. IEEE International Ultrasonics Symposium, 2014, Chicago, Illinois, USA, Unknown Region. pp.2189\textendash2192 Communication dans un congrès hal-01955134v1
Realistic acoustic simulation of 2D probe elements in simulated annealing sparse array optimization E. Roux,B. Diarra,M. Robini,C. Cachard,P. Tortoliet al. IEEE International Ultrasonics Symposium, 2014, Chicago, Illinois, USA, Unknown Region. pp.2125\textendash2128 Communication dans un congrès hal-01955131v1

Poster de conférence (2)

Classification multi-représentation d’emboles cérébraux à partir d’un dispositif de Doppler transcrânien Yamil Vindas,Blaise Kévin Guépié,Marilys Almar,Emmanuel Roux,Philippe Delachartre IABM 2023 - Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale, Mar 2023, Paris, France Poster de conférence hal-05484771v1
3D Diverging Waves with 2D Sparse Arrays: A Feasibility Study Emmanuel Roux,Francois Varray,Lorena Petrusca,Christian Cachard,Piero Tortoliet al. 2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States. 2017 Poster de conférence hal-01599702v1

Thèse (1)

2D sparse array optimization and operating strategy for real-time 3D ultrasound imaging Emmanuel Roux Acoustics [physics.class-ph]. Université de Lyon; Università degli Studi di Firenze, 2016. English. ⟨NNT : 2016LYSE1255⟩ Thèse tel-01451208v1