SM-Youtube

1

How machine learning could be used in clinical practice during an epidemic.

Verdonk C, Verdonk F, Dreyfus G. Verdonk C, et al. Among authors: dreyfus g. Crit Care. 2020 May 26;24(1):265. doi: 10.1186/s13054-020-02962-y. Crit Care. 2020. PMID: 32456690 Free PMC article. No abstract available.

2

Probing the posture with machine learning provides physiological evidence supporting the enhanced body awareness hypothesis in trait mindfulness.

Verdonk C, Trousselard M, Medani T, Vialatte F, Dreyfus G. Verdonk C, et al. Among authors: dreyfus g. Front Physiol. 2022 Sep 2;13:915134. doi: 10.3389/fphys.2022.915134. eCollection 2022. Front Physiol. 2022. PMID: 36117705 Free PMC article.

3

A New Machine-Learning Tool for Fast Estimation of Liquid Viscosity. Application to Cosmetic Oils.

Goussard V, Duprat F, Ploix JL, Dreyfus G, Nardello-Rataj V, Aubry JM. Goussard V, et al. Among authors: dreyfus g. J Chem Inf Model. 2020 Apr 27;60(4):2012-2023. doi: 10.1021/acs.jcim.0c00083. Epub 2020 Apr 13. J Chem Inf Model. 2020. PMID: 32250628

4

Epoch-based Entropy for Early Screening of Alzheimer's Disease.

Houmani N, Dreyfus G, Vialatte FB. Houmani N, et al. Among authors: dreyfus g. Int J Neural Syst. 2015 Dec;25(8):1550032. doi: 10.1142/S012906571550032X. Epub 2015 Aug 21. Int J Neural Syst. 2015. PMID: 26560459

5

Diagnosis of Alzheimer's disease with Electroencephalography in a differential framework.

Houmani N, Vialatte F, Gallego-Jutglà E, Dreyfus G, Nguyen-Michel VH, Mariani J, Kinugawa K. Houmani N, et al. Among authors: dreyfus g. PLoS One. 2018 Mar 20;13(3):e0193607. doi: 10.1371/journal.pone.0193607. eCollection 2018. PLoS One. 2018. PMID: 29558517 Free PMC article.

6

A machine learning approach to the analysis of time-frequency maps, and its application to neural dynamics.

Vialatte FB, Martin C, Dubois R, Haddad J, Quenet B, Gervais R, Dreyfus G. Vialatte FB, et al. Among authors: dreyfus g. Neural Netw. 2007 Mar;20(2):194-209. doi: 10.1016/j.neunet.2006.09.013. Epub 2006 Dec 4. Neural Netw. 2007. PMID: 17145165

7

Transient brain activity explains the spectral content of steady-state visual evoked potentials.

Gaume A, Vialatte F, Dreyfus G. Gaume A, et al. Among authors: dreyfus g. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:688-92. doi: 10.1109/EMBC.2014.6943684. Annu Int Conf IEEE Eng Med Biol Soc. 2014. PMID: 25570052

8

Predicting the Surface Tension of Liquids: Comparison of Four Modeling Approaches and Application to Cosmetic Oils.

Goussard V, Duprat F, Gerbaud V, Ploix JL, Dreyfus G, Nardello-Rataj V, Aubry JM. Goussard V, et al. Among authors: dreyfus g. J Chem Inf Model. 2017 Dec 26;57(12):2986-2995. doi: 10.1021/acs.jcim.7b00512. Epub 2017 Nov 20. J Chem Inf Model. 2017. PMID: 29091426

9

QSPR prediction of the stability constants of gadolinium(III) complexes for magnetic resonance imaging.

Dioury F, Duprat A, Dreyfus G, Ferroud C, Cossy J. Dioury F, et al. Among authors: dreyfus g. J Chem Inf Model. 2014 Oct 27;54(10):2718-31. doi: 10.1021/ci500346w. Epub 2014 Sep 18. J Chem Inf Model. 2014. PMID: 25181704

10

Predicting activities without computing descriptors: graph machines for QSAR.

Goulon A, Picot T, Duprat A, Dreyfus G. Goulon A, et al. Among authors: dreyfus g. SAR QSAR Environ Res. 2007 Jan-Mar;18(1-2):141-53. doi: 10.1080/10629360601054313. SAR QSAR Environ Res. 2007. PMID: 17365965

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