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SAUGET Marc
SAUGET Marc
XNOV
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Year
Dose calculations using artificial neural networks: a feasibility study for photon beams
A Vasseur, L Makovicka, É Martin, M Sauget, S Contassot-Vivier, J Bahi
Nuclear Instruments and Methods in Physics Research Section B: Beam …, 2008
302008
An incremental learning algorithm for function approximation
JM Bahi, S Contassot-Vivier, M Sauget
Advances in Engineering Software 40 (8), 725-730, 2009
202009
Neural network based algorithm for radiation dose evaluation in heterogeneous environments
JM Bahi, S Contassot-Vivier, L Makovicka, E Martin, M Sauget
Artificial Neural Networks–ICANN 2006: 16th International Conference, Athens …, 2006
192006
Respiratory lung motion using an artificial neural network
R Laurent, J Henriet, M Salomon, M Sauget, R Gschwind, L Makovicka
Neural Computing and Applications 21, 929-934, 2012
92012
Efficient domain decomposition for a neural network learning algorithm, used for the dose evaluation in external radiotherapy
M Sauget, R Laurent, J Henriet, M Salomon, R Gschwind, ...
Artificial Neural Networks–ICANN 2010: 20th International Conference …, 2010
92010
Development of a new CBR-based platform for human contamination emergency situations
J Farah, J Henriet, D Broggio, R Laurent, E Fontaine, B Chebel-Morello, ...
Radiation protection dosimetry 144 (1-4), 564-570, 2011
82011
The future of new calculation concepts in dosimetry based on the Monte Carlo Methods; Avenir des nouveaux concepts des calculs dosimetriques bases sur les methodes de Monte Carlo
L Makovicka, A Vasseur, M Sauget, E Martin, R Gschwind, J Henriet, ...
Radioprotection 44, 2009
82009
Parallélisation de problèmes d'apprentissage par des réseaux neuronaux artificiels. Application en radiothérapie externe
M Sauget
Université de Franche-Comté, 2007
72007
Neurad
JM Bahi, S Contassot-Vivier, L Makovicka, E Martin, M Sauget
Agence pour la Protection des Programmes. No: IDDN. FR 1 (000), 0
7
Avenir des nouveaux concepts des calculs dosimétriques basés sur les méthodes de Monte Carlo
L Makovicka, A Vasseur, M Sauget, E Martin, R Gschwind, J Henriet, ...
Radioprotection 44 (1), 77-88, 2009
62009
EquiVox: an example of adaptation using an artificial neural network on a case-based reasoning platform
J Henriet, B Chebel-Morello, M Salomon, J Farah, R Laurent, M Sauget, ...
Biomedical Engineering: Applications, Basis and Communications 25 (02), 1350027, 2013
42013
Simulation of lung motions using an artificial neural network
R Laurent, J Henriet, M Salomon, M Sauget, F Nguyen, R Gschwind, ...
Cancer Radiotherapie: Journal de la Societe Francaise de Radiotherapie …, 2010
42010
A Parallel Incremental Learning Algorithm for Neural Networks with Fault Tolerance.
JM Bahi, S Contassot-Vivier, M Sauget, A Vasseur
VECPAR, 174-187, 2008
42008
Utilisation d’un réseau de neurones artificiels pour la simulation des mouvements pulmonaires
R Laurent, J Henriet, M Salomon, M Sauget, F Nguyen, R Gschwind, ...
Cancer/Radiothérapie 15 (2), 123-129, 2011
22011
Gridification of a radiotherapy dose computation application with the xtremweb-ch environment
N Abdennhader, M Ben Belgacem, R Couturier, D Laiymani, S Miquée, ...
Advances in Grid and Pervasive Computing: 6th International Conference, GPC …, 2011
22011
Large datasets: a mixed method to adapt and improve their learning by neural networks used in regression contexts
M Sauget, J Henriet, M Salomon, S Contassot-Vivier
12th Engineering Applications of Neural Networks (EANN 2011) and 7th …, 2011
12011
Dynamic Load Balancing for PIC code using Eulerian/Lagrangian partitioning
M Sauget, G Latu
arXiv preprint arXiv:1706.08362, 2017
2017
Data Processing using Artificial Neural Networks to Improve the Simulation of Lung Motion
R Laurent, M Salomon, J Henriet, M Sauget, R Gschwind, L Makovicka
Biomedical Engineering: Applications, Basis and Communications 24 (06), 563-571, 2012
2012
Parallelization of neural network building and training: an original decomposition method
M Sauget, S Contassot-Vivier, M Salomon
Horizons in Computer Science Research 17, 2012
2012
Development of an innovative method to simulate lung motions
R Laurent, J Henriet, M Salomon, M Sauget, R Gschwind, L Makovicka
ECCO16-ESMO36-ESTRO30-European Journal of Cancer 47 (sup. 1), S 194, 2011
2011
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