| Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization M Mehrian, Y Guyot, I Papantoniou, S Olofsson, M Sonnaert, R Misener, ... Biotechnology and bioengineering 115 (3), 617-629, 2018 | 19 | 2018 |
| Bayesian multiobjective optimisation with mixed analytical and black-box functions: Application to tissue engineering S Olofsson, M Mehrian, R Calandra, L Geris, MP Deisenroth, R Misener IEEE Transactions on Biomedical Engineering 66 (3), 727-739, 2018 | 14 | 2018 |
| Modeling of tumor growth in dendritic cell-based immunotherapy using artificial neural networks M Mehrian, D Asemani, A Arabameri, A Pourgholaminejad, J Hadjati Computational biology and chemistry 48, 21-28, 2014 | 5 | 2014 |
| Predicting in vitro human mesenchymal stromal cell expansion based on individual donor characteristics using machine learning M Mehrian, T Lambrechts, M Marechal, FP Luyten, I Papantoniou, L Geris Cytotherapy 22 (2), 82-90, 2020 | 4 | 2020 |
| Optimizing neotissue growth inside perfusion bioreactors with respect to culture and labor cost: a multi-objective optimization study using evolutionary algorithms M Mehrian, L Geris Computer methods in biomechanics and biomedical engineering 23 (7), 285-294, 2020 | 2 | 2020 |
| Bayesian multi-objective optimisation of neotissue growth in a perfusion bioreactor set-up S Olofsson, M Mehrian, L Geris, R Calandra, MP Deisenroth, R Misener Computer Aided Chemical Engineering 40, 2155-2160, 2017 | 2 | 2017 |
| Computational Modeling of Human Mesenchymal Stromal Cell Proliferation and Extra-Cellular Matrix Production in 3D Porous Scaffolds in a Perfusion Bioreactor: The Effect of … M Mehrian, T Lambrechts, I Papantoniou, L Geris Frontiers in bioengineering and biotechnology 8, 376, 2020 | 1 | 2020 |
| Model-based optimization of the medium refreshment regime during neotissue growth in a perfusion bioreactor M Mehrian, Y Guyot, I Papantoniou, M Sonnaert, L Geris FOCAPO/CPC, 2017 | 1 | 2017 |
| Development and optimization of in silico models of 2D cell expansion and 3D neotissue formation in the context of tissue engineering therapy design and translation M Mehrian Université de Liège, Liege, Belgium, 2019 | | 2019 |
| In Silico Regenerative Medicine: A Digital Twin For Perfusion Bioreactor Processes L Geris, M Mehrian, S de Bournonville, T Lambrechts, JM Aerts, F Luyten, ... Frontiers in Medical Devices Conference: The Role of Digital Evidence to …, 2019 | | 2019 |
| Computational modelling of the effect of growth factors on human mesenchymal stem cell proliferation in 3D porous scaffolds M Mehrian, I Papantoniou, T Lambrechts, L Geris Proceedings of the Virtual Physiological Human conference (VPH), Zaragoza …, 2018 | | 2018 |
| Computational modelling of human mesenchymal stem cell proliferation and extra cellular matrix production in 3D porous scaffolds in a perfusion bioreactor M Mehrian, I Papantoniou, T Lambrechts, L Geris Proceedings of the 15th International Symposium on Computer Methods in …, 2018 | | 2018 |
| Multi-objective optimization of cost-efficient neotissue growth inside 3D scaffolds using evolutionary algorithms M Mehrian, R Misener, L Geris Proceedings of the 15th International Symposium on Computer Methods in …, 2018 | | 2018 |
| Managing donor-related variability in cell production by means of data-based modelling M Mehrian Proceedings of the 5th Belgian Symposium on Tissue Engineering (BSTE), 2017 | | 2017 |
| MAXIMIZING NEOTISSUE GROWTH IN A PERFUSION BIOREACTOR USING BAYESIAN OPTIMIZATION M Mehrian, I Papantoniou, L Geris | | 2017 |
| Improving Perfusion Bioreactor Yields by Using Particle Swarm Optimization M Mehrian, I Papantoniou, L Geris Proceedings of the 15th Belgian National Day on Biomedical Engineering, 2016 | | 2016 |
| Optimizing the medium refreshment regime during neotissue growth in a perfusion bioreactor described by a reduced computational model capturing curvature and shear stress … M Mehrian, Y Guyot, I Papantoniou, L Geris Proceedings of the 4th Belgian Symposium on Tissue Engineering (BSTE), 2016 | | 2016 |
| A reduced model developed for describing neotissue growth during dynamic bioreactor culture M Mehrian, Y Guyot, L Geris Proceedings of the IEEE-EMBS Benelux Chapter Meeting, 2015 | | 2015 |
| Determining optimum parameter bounds for a model of Wnt, BMP and ERK Crosstalk during Osteochondrogenic Differentiation using Genetic Algorithms M Mehrian, M Germain, L Geris | | 2015 |
| Modeling of Dendritic Cell-based vaccination Immunotherapy using Artificial Neural Networks M Mehrian, A Arabameri, A Sedghi, D Asemani Global Journal on Technology 4 (2), 2013 | | 2013 |
