François Rousseau - Publications, H-index & Citations

François Rousseau

aix-marseille universite

51H指数

513论文数

9.1K被引数

收录论文 83

发表时间

Quantitative comparison of explainable AI methods for interpreting deep learning–based classification of 3D gait kinematics 基于深度学习的3D步态运动学分类的可解释AI方法定量比较

Scientific Reports

IF3.9

2026-03-31

OAAI

Zhengyang Lan; Mathieu Lempereur; Abdeldjalil Aïssa-El-Bey; Sylvain Brochard; François Rousseau

Physics-Informed Joint Multi-TE Super-Resolution with Implicit Neural Representation for Robust Fetal T2 Mapping 基于隐式神经表示的物理信息多TE联合超分辨率重建用于鲁棒胎儿T2映射

PERINATAL, PRETERM AND PAEDIATRIC IMAGE ANALYSIS, PIPPI 2025

IF0

2026-01-01

PREAI

Bulut, 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

Burst of gyrification in the human brain after birth 出生后人类大脑的 gyrification 爆发式增长

COMMUNICATIONS BIOLOGY

IF5.1

2025-05-26

OAAI

Mihailov, Angeline; Pron, Alexandre; Lefevre, Julien; Deruelle, Christine; Desnous, Beatrice; Bretelle, Florence; Manchon, Aurelie; Milh, Mathieu; Rousseau, Francois; Girard, Nadine; Auzias, Guillaume

Comprehensive analysis of supervised learning methods for electrical source imaging

FRONTIERS IN NEUROSCIENCE

IF3.2

2024-11-27

OAAI

Reynaud, Sarah; Merlini, Adrien; Ben Salem, Douraied; Rousseau, Francois

Complex Residual Attention U-Net for Fast Ultrasound Imaging from a Single Plane-Wave Equivalent to Diverging Wave Imaging

SENSORS

IF3.5

2024-08-07

OAAI

Bentaleb, Ahmed; Sintes, Christophe; Conze, Pierre-Henri; Rousseau, Francois; Guezou-Philippe, Aziliz; Hamitouche, Chafiaa

Comprehensive analysis of synthetic learning applied to neonatal brain MRI segmentation 综合学习应用于新生儿颅脑MRI分割的综合分析

HUMAN BRAIN MAPPING

IF3.3

2024-04-23

OAAI

Valabregue, R.; Girka, F.; Pron, A.; Rousseau, F.; Auzias, G.

Dual-task kidney MR segmentation with transformers in autosomal-dominant polycystic kidney disease

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-04-01

OAAI

Conze, Pierre -Henri; Andrade-Miranda, Gustavo; Le Meur, Yannick; Gall, Emilie Cornec-Le; Rousseau, Francois

Towards a diagnostic tool for neurological gait disorders in childhood combining 3D gait kinematics and deep learning

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-03-01

OAAI

Lan, Zhengyang; Lempereur, Mathieu; Gueret, Gwenael; Houx, Laetitia; Cacioppo, Marine; Pons, Christelle; Mensah, Johanne; Remy-Neris, Olivier; Aissa-El-Bey, Abdeldjalil; Rousseau, Francois; Brochard, Sylvain

Semi-automatic muscle segmentation in MR images using deep registration-base d lab el propagation

PATTERN RECOGNITION

IF7.6

2023-08-01

OAAI

Decaux, Nathan; Conze, Pierre-Henri; Ropars, Juliette; He, Xinyan; Sheehan, Frances T.; Pons, Christelle; Ben Salem, Douraied; Brochard, Sylvain; Rousseau, Francois

Transcriptomic characterization of prurigo nodularis and the therapeutic response to nemolizumab

JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY

IF11.2

2022-04-01

OAAI

Tsoi, 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.

Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-07-01

OAAI

Conze, Pierre-Henri; Kavur, Ali Emre; Cornec-Le Gall, Emilie; Gezer, Naciye Sinem; Le Meur, Yannick; Selver, M. Alper; Rousseau, Francois

Gradients of connectivity as graph Fourier bases of brain activity 作为大脑活动的图形傅立叶基础的连通性梯度

NETWORK NEUROSCIENCE

IF3.1

2021-05-03

OAAI

Lioi, Giulia; Gripon, Vincent; Brahim, Abdelbasset; Rousseau, Francois; Farrugia, Nicolas

The influence of biophysical parameters in a biomechanical model of cortical folding patterns

SCIENTIFIC REPORTS

IF3.9

2021-04-08

OAAI

Wang, Xiaoyu; Lefevre, Julien; Bohi, Amine; Harrach, Mariam Al; Dinomais, Mickael; Rousseau, Francois

A connectome-based approach to assess motor outcome after neonatal arterial ischemic stroke

ANNALS OF CLINICAL AND TRANSLATIONAL NEUROLOGY

IF3.9

2021-03-30

OAAI

Al Harrach, Mariam; Pretzel, Pablo; Groeschel, Samuel; Rousseau, Francois; Dhollander, Thijs; Hertz-Pannier, Lucie; Lefevre, Julien; Chabrier, Stephane; Dinomais, Mickael

Supervised quality evaluation of binary partition trees for object segmentation

PATTERN RECOGNITION

IF7.6

2021-03-01

OAAI

Randrianasoa, Jimmy Francky; Cettour-Janet, Pierre; Kurtz, Camille; Desjardin, Eric; Gancarski, Pierre; Bednarek, Nathalie; Rousseau, Francois; Passat, Nicolas

Dynamic MRI for articulating joint evaluation on 1.5T and 3.0T scanners: setup, protocols, and real-time sequences

INSIGHTS INTO IMAGING

IF4.5

2020-05-19

OAAI

Garetier, Marc; Borotikar, Bhushan; Makki, Karim; Brochard, Sylvain; Rousseau, Francois; Ben Salem, Douraied

SegSRGAN: Super-resolution and segmentation using generative adversarial networks - Application to neonatal brain MRI

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2020-05-01

OAAI

Delannoy, Quentin; Chi-Hieu Pham; Cazorla, Clement; Tor-Diez, Carlos; Dolle, Guillaume; Meunier, Helene; Bednarek, Nathalie; Fablet, Ronan; Passat, Nicolas; Rousseau, Francois

Muscle MRI: A biomarker of disease severity in Duchenne muscular dystrophy? A systematic review

NEUROLOGY

IF8.5

2020-01-21

PREAI

Ropars, Juliette; Gravot, France; Ben Salem, Douraied; Rousseau, Francois; Brochard, Sylvain; Pons, Christelle

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

MABS

IF7.3

2020-01-19

OAAI

Aebischer-Gumy, Christel; Moretti, Pierre; Ollier, Romain; Fecourt, Christelle Ries; Rousseau, Francois; Bertschinger, Martin