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Nicolas Ducros

13
Documents

Présentation

I received an MSc in Electrical Engineering and an MSc in Biomedical Engineering, both from Strasbourg University, France, in 2006. I obtained my PhD in Electrical Engineering from Lyon University, in 2009, with a thesis on time-resolved fluorescence molecular tomography, which won the Best Thesis Award of the French Section of the IEEE EMBS. From 2009 to 2012, I held a Postdoctoral Fellowship in the Department of Physics of the Politecnico Milan in Italy, where I worked on structured light for diffuse optics. In 2013, I joined the Micro Technologies for Biology and Healthcare Division at CEA Grenoble, France, working on spectral X-ray non-destructive testing. Since 2014, I have been an Associate Professor in the Electrical Engineering Department of Lyon University and with the Biomedical Imaging Laboratory [CREATIS](https://www.creatis.insa-lyon.fr/site7/en). My research interests include medical imaging, signal and image processing, and inverse problems, with particular emphasis on single-pixel imaging and spectral computed tomography. More details on my [website](https://www.creatis.insa-lyon.fr/~ducros/WebPage/index.html)

Publications

juan-felipe-perez-juste-abascal
Image document

Deep learning methods for virtual monoenergetic imaging from spectral CT

 Suzanne Bussod , Nicolas Ducros , Juan F P J Abascal , Philippe Douek , Christine Chappard
2023
Pré-publication, Document de travail hal-04346653v1
Image document

Material Decomposition in Spectral CT using deep learning: A Sim2Real transfer approach

 Juan F P J Abascal , Nicolas Ducros , Valeriya Pronina , Simon Rit , Pierre-Antoine Rodesch
IEEE Access, 2021, 9, pp.25632-25647. ⟨10.1109/ACCESS.2021.3056150⟩
Article dans une revue hal-02952707v3
Image document

Nonlinear material decomposition using a regularized iterative scheme based on the Bregman distance

 Juan F P J Abascal , F. Peyrin , Nicolas Ducros
Inverse Problems, 2018, 34 (12), ⟨10.1088/1361-6420/aae1e7⟩
Article dans une revue hal-01621265v2
Image document

Regularization of Nonlinear Decomposition of Spectral X-ray Projection Images

 Nicolas Ducros , J F P J Abascal , B Sixou , S Rit , Françoise Peyrin
Medical Physics, 2017, 44 (9), pp.e174-e187. ⟨10.1002/mp.12283⟩
Article dans une revue hal-01391538v3
Image document

A residual U-Net network with image prior for 3D image denoising

 Juan F P J Abascal , S Bussod , N. Ducros , S. Si-Mohamed , P. Douek
28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287607⟩
Communication dans un congrès hal-02500664v1
Image document

Material decomposition problem in spectral CT: a transfer deep learning approach

 Juan F P J Abascal , N. Ducros , V Pronina , S Bussod , A. Hauptmann
2020 IEEE 17th International Symposium on Biomedical Imaging Workshops, Apr 2020, Iowa City, United States. ⟨10.1109/ISBIWorkshops50223.2020.9153440⟩
Communication dans un congrès hal-02587658v1

Human Knee Phantom for Spectral CT: Validation of a Material Decomposition Algorithm

 S Bussod , J F P J Abascal , N. Ducros , C. Olivier , S. Si-Mohamed
ISBI IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy
Communication dans un congrès hal-02068517v1
Image document

Sparse reconstruction methods in x-ray CT

 Juan F P J Abascal , Monica Abella , Cyril Mory , Nicolas Ducros , Claudia de Molina
Developments in X-Ray Tomography XI, Aug 2017, San Diego, United States. ⟨10.1117/12.2272711⟩
Communication dans un congrès hal-01737088v1

Imagerie X spectrale: décomposition en base de matériaux par calibration polynomiale

 Nicolas Ducros , Odran Pivot , Simon Rit , Jean Michel Létang , Juan F P J Abascal
Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Communication dans un congrès hal-01504949v1

NONLINEAR MATERIAL DECOMPOSITION FOR X-RAY SPECTRAL IMAGING USING A BREGMAN ITERATIVE APPROACH

 Juan F P J Abascal , Nicolas Ducros , Simon Rit , Bruno Sixou , Françoise Peyrin
Recherche en Imagerie et Technologies pour la Santé (RITS) 2017, Mar 2017, Lyon, France
Poster de conférence hal-01505326v1

Material decomposition using the PIXSCAN-FLI spectral micro-CT

 Nicolas Ducros , Odran Pivot , Dupont M. , Olga Kochebina , Jean Michel Létang
IEEE NSS MIC RTSD 2017 Conference, Oct 2017, Atlanta, United States. pp.#2987, 2017
Poster de conférence hal-01743323v1

Nonlinear material decomposition using a regularized iterative scheme based on the Bregman distance

 Juan F P J Abascal , Nicolas Ducros , Simon Rit , Françoise Peyrin
IMA Conference on Inverse Problems from Theory to Application, Sep 2017, Cambridge, United Kingdom. 2017
Poster de conférence hal-01745711v1

Décomposition en base de matériaux à partir de données issues du scanner spectral PIXSCAN-FLI

 Nicolas Ducros , Odran Pivot , Mathieu Dupont , Jean Michel Létang , Simon Rit
2ème congrès national d'imagerie du vivant CNIV 2017, Nov 2017, Paris, France. 2017
Poster de conférence hal-01744888v1