Emmanuel Roux

35
Documents

Publications

Publications

Image document

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 Roux et al.
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, In press, ⟨10.1109/TUFFC.2025.3583178⟩
Article dans une revue hal-05135761 v1
Image document

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-05035945 v1
Image document

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-05121990 v1
Image document

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-04777110 v1
Image document

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 Roux et al.
Frontiers in Medicine, 2024, 11 (2), pp.1338602. ⟨10.3389/fmed.2024.1338602⟩
Article dans une revue hal-04530192 v1
Image document

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 Costes et al.
Journal of Applied Physiology, 2023, 134 (2), pp.467-481. ⟨10.1152/japplphysiol.00234.2022⟩
Article dans une revue hal-04212416 v1
Image document

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-04321874 v1
Image document

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 Boussel et al.
Intensive Care Medicine Experimental, 2023, 11 (1), pp.8. ⟨10.1186/s40635-023-00495-6⟩
Article dans une revue hal-04013581 v1
Image document

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-03872997 v2
Image document

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 Bayat et al.
Critical Care, 2022, 26 (1), pp.195. ⟨10.1186/s13054-022-04076-z⟩
Article dans une revue hal-04212435 v1
Image document

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-04212919 v1
Image document

Improving motion‐mask segmentation in thoracic CT with multiplanar U‐nets

Ludmilla Penarrubia , Nicolas Pinon , Emmanuel Roux , E.E. Dávila Serrano , Jean-Christophe Richard et al.
Medical Physics, 2022, 49 (1), pp.420-431. ⟨10.1002/mp.15347⟩
Article dans une revue hal-03464276 v1
Image document

Experimental 3-D Ultrasound Imaging with 2-D Sparse Arrays using Focused and Diverging Waves

Emmanuel Roux , François Varray , Lorena Petrusca , Christian Cachard , Piero Tortoli et al.
Scientific Reports, 2018, 8 (1), pp.9108 - 9108. ⟨10.1038/s41598-018-27490-2⟩
Article dans une revue hal-01839963 v1
Image document

High-Quality Plane Wave Compounding using Convolutional Neural Networks

Maxime Gasse , Fabien Millioz , Emmanuel Roux , Damien Garcia , Hervé Liebgott et 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-01596034 v1

Wideband 2-D Array Design Optimization With Fabrication Constraints for 3-D US Imaging

Emmanuel Roux , Alessandro Ramalli , Hervé Liebgott , Christian Cachard , Marc C. Robini et 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-01438361 v1

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. Robini et 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-01438338 v1

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-02285671 v1
Image document

Integrating Finite-Element Model of Probe Element in GPU Accelerated Ultrasound Image Simulation

Jean-Baptiste Jacquet , Mohamed Tamraoui , Pierre Kauffmann , Jean-Luc Guey , Emmanuel Roux et al.
2023 IEEE International Ultrasonics Symposium (IUS), Sep 2023, Montréal, Canada. ⟨10.1109/IUS51837.2023.10306556⟩
Communication dans un congrès hal-04638660 v1
Image document

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-04285806 v1
Image document

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-04941986 v1
Image document

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-04429525 v1
Image document

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-03521384 v1
Image document

Development of an Experimental Setup for Safety Assessments of New Ultrasound Imaging Modes

Adeline Bernard , Herve Liebgott , Pauline Muleki Seya , Lorena Petrusca , Emmanuel Roux et al.
Forum Acusticum, Dec 2020, Lyon, France. pp.3387-3394, ⟨10.48465/fa.2020.0248⟩
Communication dans un congrès hal-03233967 v1

Spectral Doppler Measurements with 2-D Sparse Arrays

Paolo Mattesini , Alessandro Ramalli , Emmanuel Roux , Lorena Petrusca , Herve Liebgott et al.
2018 IEEE International Ultrasonics Symposium (IUS), Oct 2018, Kobe, France. pp.1-4
Communication dans un congrès hal-02285691 v1
Image document

Optimal virtual sources distribution in 3-D diverging wave Ultrasound Imaging: an experimental study

P. Mattesini , G. Le Moign , E. Roux , E. Badescu , L. Petrusca et al.
IEEE International Ultrasonics Symposium, Oct 2018, Kobe, Japan. ⟨10.1109/ULTSYM.2018.8579668⟩
Communication dans un congrès hal-01955120 v1

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-01609173 v1
Image document

Validation of Optimal 2D Sparse Arrays in Focused Mode: Phantom Experiments

Emmanuel Roux , Emilia Badescu , Lorena Petrusca , Francois Varray , Alessandro Ramalli et al.
2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States
Communication dans un congrès hal-01598578 v1

Comparison of different optimized irregular sparse 2D ultrasound arrays

Bakary Diarra , Emmanuel Roux , Hervé Liebgott , Samikannu Ravi , Marc C. Robini et al.
2016 IEEE International Ultrasonics Symposium (IUS), Sep 2016, Tours, France. ⟨10.1109/ULTSYM.2016.7728414⟩
Communication dans un congrès hal-01438438 v1

Spiral array inspired multi-depth cost function for 2D sparse array optimization

Emmanuel Roux , Alessandro Ramalli , Marc C. Robini , Hervé Liebgott , Christian Cachard et al.
Ultrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. ⟨10.1109/ULTSYM.2015.0096⟩
Communication dans un congrès hal-01265828 v1

Modélisation et simulation acoustique pour l’optimisation de sondes échographiques 2D par recuit simulé

Emmanuel Roux , Marc C. Robini , Alessandro Ramalli , Piero Tortoli , Christian Cachard et al.
XXVème Colloque GRETSI, Sep 2015, Lyon, France
Communication dans un congrès hal-01286079 v1

Speed-up of acoustic simulation techniques for 2D sparse array optimization by simulated annealing

E. Roux , A. Ramalli , P. Tortoli , C. Cachard , M. Robini et al.
Ultrasonics Symposium (IUS), 2015 IEEE International, Oct 2015, Taipei, Taiwan. pp.1 - 4 ⟨10.1109/ULTSYM.2015.0431⟩
Communication dans un congrès hal-01272818 v1

Optimization of free-moving elements in 2D ultrasound sparse arrays

B. Diarra , M. Robini , E. Roux , P. Tortoli , H. Liebgott et al.
IEEE International Ultrasonics Symposium, 2014, Chicago, Illinois, USA, Unknown Region. pp.2189\textendash2192
Communication dans un congrès hal-01955134 v1

Realistic acoustic simulation of 2D probe elements in simulated annealing sparse array optimization

E. Roux , B. Diarra , M. Robini , C. Cachard , P. Tortoli et al.
IEEE International Ultrasonics Symposium, 2014, Chicago, Illinois, USA, Unknown Region. pp.2125\textendash2128
Communication dans un congrès hal-01955131 v1

3D Diverging Waves with 2D Sparse Arrays: A Feasibility Study

Emmanuel Roux , Francois Varray , Lorena Petrusca , Christian Cachard , Piero Tortoli et al.
2017 IEEE International Ultrasonic Symposium (IUS), Sep 2017, Washington, United States. 2017
Poster de conférence hal-01599702 v1
Image document

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-01451208 v1