Search Results - "de Lannoy, Gaël"

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    Deep learning to detect bacterial colonies for the production of vaccines by Beznik, Thomas, Smyth, Paul, Lannoy, Gael de, Lee, John A.

    Published in Neurocomputing (Amsterdam) (22-01-2022)
    “…During the development of vaccines, bacterial colony forming units (CFUs) are counted in order to quantify the yield in the fermentation process. This manual…”
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    Journal Article
  3. 3

    Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification by de Lannoy, Gaël, Francois, Damien, Delbeke, Jean, Verleysen, Michel

    “…This paper proposes a method for the automatic classification of heartbeats in an ECG signal. Since this task has specific characteristics such as time…”
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    Journal Article
  4. 4

    Deep Learning to Detect Bacterial Colonies for the Production of Vaccines by Beznik, Thomas, Smyth, Paul, de Lannoy, Gaël, Lee, John A

    Published 02-09-2020
    “…During the development of vaccines, bacterial colony forming units (CFUs) are counted in order to quantify the yield in the fermentation process. This manual…”
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    Journal Article
  5. 5

    A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development by Naets, Tanguy, Huijsmans, Maarten, Smyth, Paul, Sorber, Laurent, de Lannoy, Gaël

    Published 09-03-2021
    “…We present an application of the well-known Mask R-CNN approach to the counting of different types of bacterial colony forming units that were cultured in…”
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    Journal Article
  6. 6

    Modeling Fed-batch Cultures of Yeast for the Production of Heterologous Proteins - an Industrial Experimental Study by Benavides, Micaela, Gerkens, Pascal, de Lannoy, Gael, Dewasme, Laurent, Wouwer, Alain Vande

    “…This work reports on the development of a dynamic model of yeast cultures based on a few industrial vaccine production data sets, hypothesizing on the…”
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    Book Chapter