Search Results for author: Francesco Saverio Pavone

Found 6 papers, 3 papers with code

Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy Using a 2D+3D CNN Training Strategy with Sparsely Annotated Data

no code implementations31 Aug 2020 Filippo Maria Castelli, Matteo Roffilli, Giacomo Mazzamuto, Irene Costantini, Ludovico Silvestri, Francesco Saverio Pavone

Semantic segmentation of neuronal structures in 3D high-resolution fluorescence microscopy imaging of the human brain cortex can take advantage of bidimensional CNNs, which yield good results in neuron localization but lead to inaccurate surface reconstruction.

Missing Labels Semantic Segmentation +1

Analysis and Model of Cortical Slow Waves Acquired with Optical Techniques

1 code implementation28 Nov 2018 Marco Celotto, Chiara De Luca, Paolo Muratore, Francesco Resta, Anna Letizia Allegra Mascaro, Francesco Saverio Pavone, Giulia De Bonis, Pier Stanislao Paolucci

Here we combined wide-field fluorescence microscopy and a transgenic mouse model expressing a calcium indicator (GCaMP6f) in excitatory neurons to study SW propagation over the meso-scale under ketamine anesthesia.

Cell identification in whole-brain multiview images of neural activation

1 code implementation4 Nov 2015 Marco Paciscopi, Ludovico Silvestri, Francesco Saverio Pavone, Paolo Frasconi

We present a scalable method for brain cell identification in multiview confocal light sheet microscopy images.

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