Search Results for author: Florian Sizaire

Found 1 papers, 0 papers with code

Neural network fast-classifies biological images using features selected after their random-forests-importance to power smart microscopy

no code implementations18 Dec 2020 Maël Balluet, Florian Sizaire, Youssef El Habouz, Thomas Walter, Jérémy Pont, Baptiste Giroux, Otmane Bouchareb, Marc Tramier, Jacques Pécréaux

In our assay, a 79. 6 $\pm$ 2. 4 % accurate classification of a cell took 68. 7 $\pm$ 3. 5 ms (mean $\pm$ SD, 5-fold cross-validation nested in 10 bootstrap repeats), corresponding to 14 cells per second, dispatched into 8 phases of the cell cycle using 12 feature-groups and operating a consumer market ARM-based embedded system.

Cell Detection

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