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Julia Bonnet-Gelebart on Muck Rack

Julia Bonnet-Gelebart

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Articles

2D Multimodal Image Collection for Fluorescence Prediction from Transmitted Light Microscopy

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By Guillaume Gay, Oriane POURCELOT, Maelle Carraz, Juliette van Dijk, Stephanie Bosch, Qiyan Mao, Laura Ruiz, Marc Tramier, Jean-Bernard Fiche, David Llères, Christine Doucet, Yves Lutz, Bertrand Vernay, Daniel Stockholm, Abbass Jaber, Romain Morichon, Mónica Fernández-Monreal, Edouard Bertrand, Emmanuel Faure, Dorian Kauffmann, Julio Mateos-Langerak, Virginie Georget, Elsa Castellani, Valentin Asei-Ceschino, Tudor Manoliu, Louis Ruel, Julia Bonnet-Gelebart, Youssef Elhabouz, Jacques Pécréaux, Erwan Gandon, Aude Moret
| Nature Verified
Abstract We present the Light My Cells Database, a large-scale open-access collection comprising 2,574 acquisition sets and 56,984 microscopy 2D images designed to support the development of machine learning models for fluorescence prediction from transmitted light images. The dataset aggregates data from 30 independent studies conducted across 8 national imaging centers and captures a wide diversity of biological samples, imaging modalities, and acquisition systems.
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