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François Rousseau

aix-marseille universite

51H-index
513Paper Count
9.1KCitation Count
Published Papers 83
Publication Date
Quantitative comparison of explainable AI methods for interpreting deep learning–based classification of 3D gait kinematics
err2026-03-31
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errOAAI
errZhengyang Lan; Mathieu Lempereur; Abdeldjalil Aïssa-El-Bey; Sylvain Brochard; François Rousseau
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Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping
err2026-01-01
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PREAI
errBulut, Busra; Dannecker, Maik; Sanchez, Thomas; Silva, Sara Neves; Zalevskyi, Vladyslav; Jia, Steven; Ledoux, Jean-Baptiste; Auzias, Guillaume; Rousseau, Francois; Hutter, Jana; Rueckert, Daniel; Cuadra, Meritxell Bach
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Burst of gyrification in the human brain after birth
err2025-05-26
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errMihailov, Angeline; Pron, Alexandre; Lefevre, Julien; Deruelle, Christine; Desnous, Beatrice; Bretelle, Florence; Manchon, Aurelie; Milh, Mathieu; Rousseau, Francois; Girard, Nadine; Auzias, Guillaume
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Comprehensive analysis of supervised learning methods for electrical source imaging
err2024-11-27
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errReynaud, Sarah; Merlini, Adrien; Ben Salem, Douraied; Rousseau, Francois
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Complex Residual Attention U-Net for Fast Ultrasound Imaging from a Single Plane-Wave Equivalent to Diverging Wave Imaging
errSENSORS
IF3.5
err2024-08-07
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errBentaleb, Ahmed; Sintes, Christophe; Conze, Pierre-Henri; Rousseau, Francois; Guezou-Philippe, Aziliz; Hamitouche, Chafiaa
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Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation
err2024-04-23
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errOAAI
errValabregue, R.; Girka, F.; Pron, A.; Rousseau, F.; Auzias, G.
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Dual-task kidney MR segmentation with transformers in autosomal-dominant polycystic kidney disease
err2024-04-01
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errConze, Pierre -Henri; Andrade-Miranda, Gustavo; Le Meur, Yannick; Gall, Emilie Cornec-Le; Rousseau, Francois
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Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning
err2024-03-01
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errLan, Zhengyang; Lempereur, Mathieu; Gueret, Gwenael; Houx, Laetitia; Cacioppo, Marine; Pons, Christelle; Mensah, Johanne; Remy-Neris, Olivier; Aissa-El-Bey, Abdeldjalil; Rousseau, Francois; Brochard, Sylvain
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Semi-automatic muscle segmentation in MR images using deep registration-base d lab el propagation
err2023-08-01
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errDecaux, Nathan; Conze, Pierre-Henri; Ropars, Juliette; He, Xinyan; Sheehan, Frances T.; Pons, Christelle; Ben Salem, Douraied; Brochard, Sylvain; Rousseau, Francois
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Transcriptomic characterization of prurigo nodularis and the therapeutic response to nemolizumab
err2022-04-01
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errTsoi, Lam C.; Hacini-Rachinel, Feriel; Fogel, Paul; Rousseau, Francois; Xing, Xianying; Patrick, Matthew T.; Billi, Allison C.; Berthier, Celine C.; Kahlenberg, J. Michelle; Lazzari, Anne; Wiegmann, Henning; Stander, Sonja; Piketty, Christophe; Julia, Valerie; Krishnaswamy, Jayendra Kumar; Gudjonsson, Johann E.
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Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks
err2021-07-01
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errOAAI
errConze, Pierre-Henri; Kavur, Ali Emre; Cornec-Le Gall, Emilie; Gezer, Naciye Sinem; Le Meur, Yannick; Selver, M. Alper; Rousseau, Francois
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Gradients of connectivity as graph Fourier bases of brain activity
err2021-05-03
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errLioi, Giulia; Gripon, Vincent; Brahim, Abdelbasset; Rousseau, Francois; Farrugia, Nicolas
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The influence of biophysical parameters in a biomechanical model of cortical folding patterns
err2021-04-08
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errWang, Xiaoyu; Lefevre, Julien; Bohi, Amine; Harrach, Mariam Al; Dinomais, Mickael; Rousseau, Francois
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A connectome-based approach to assess motor outcome after neonatal arterial ischemic stroke
err2021-03-30
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errAl Harrach, Mariam; Pretzel, Pablo; Groeschel, Samuel; Rousseau, Francois; Dhollander, Thijs; Hertz-Pannier, Lucie; Lefevre, Julien; Chabrier, Stephane; Dinomais, Mickael
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Supervised quality evaluation of binary partition trees for object segmentation
err2021-03-01
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errRandrianasoa, Jimmy Francky; Cettour-Janet, Pierre; Kurtz, Camille; Desjardin, Eric; Gancarski, Pierre; Bednarek, Nathalie; Rousseau, Francois; Passat, Nicolas
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Dynamic MRI for articulating joint evaluation on 1.5T and 3.0T scanners: setup, protocols, and real-time sequences
err2020-05-19
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errGaretier, Marc; Borotikar, Bhushan; Makki, Karim; Brochard, Sylvain; Rousseau, Francois; Ben Salem, Douraied
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SegSRGAN: Super-resolution and segmentation using generative adversarial networks - Application to neonatal brain MRI
err2020-05-01
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errDelannoy, Quentin; Chi-Hieu Pham; Cazorla, Clement; Tor-Diez, Carlos; Dolle, Guillaume; Meunier, Helene; Bednarek, Nathalie; Fablet, Ronan; Passat, Nicolas; Rousseau, Francois
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Muscle MRI: A biomarker of disease severity in Duchenne muscular dystrophy? A systematic review
err2020-01-21
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PREAI
errRopars, Juliette; Gravot, France; Ben Salem, Douraied; Rousseau, Francois; Brochard, Sylvain; Pons, Christelle
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SPLICELECT™: an adaptable cell surface display technology based on alternative splicing allowing the qualitative and quantitative prediction of secreted product at a single-cell level
errMABS
IF7.3
err2020-01-19
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errAebischer-Gumy, Christel; Moretti, Pierre; Ollier, Romain; Fecourt, Christelle Ries; Rousseau, Francois; Bertschinger, Martin
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Multiscale brain MRI super-resolution using deep 3D convolutional networks
err2019-10-01
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errPham, Chi-Hieu; Tor-Diez, Carlos; Meunier, Helene; Bednarek, Nathalie; Fablet, Ronan; Passat, Nicolas; Rousseau, Francois
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