BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows
Rubens, Ulysse, Mormont, Romain, Paavolainen, Lassi, Bäcker, Volker, Pavie, Benjamin, Scholz, Leandro A., Michiels, Gino, Maška, Martin, Ünay, Devrim, Ball, Graeme, Hoyoux, Renaud, Vandaele, Rémy, Golani, Ofra, Stanciu, Stefan G., Sladoje, Natasa, Paul-Gilloteaux, Perrine, Marée, Raphaël, Tosi, Sébastien
Published in Patterns (New York, N.Y.) (12.06.2020)
Published in Patterns (New York, N.Y.) (12.06.2020)
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Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology
Mormont, Romain, Geurts, Pierre, Maree, Raphael
Published in IEEE journal of biomedical and health informatics (01.02.2021)
Published in IEEE journal of biomedical and health informatics (01.02.2021)
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Comparison of Deep Transfer Learning Strategies for Digital Pathology
Mormont, Romain, Geurts, Pierre, Maree, Raphael
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2018)
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Conference Proceeding
Multi-task pre-training of deep neural networks for digital pathology
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Journal Article
BIAFLOWS: A collaborative framework to reproducibly deploy and benchmark bioimage analysis workflows
Ulysse Rubens, Mormont, Romain, Baecker, Volker, Michiels, Gino, Paavolainen, Lassi, Ball, Graeme, Unay, Devrim, Pavie, Benjamin, Chessel, Anatole, Scholz, Leandro A, Maska, Martin, Hoyoux, Renaud, Vandaele, Remy, Stanciu, Stefan G, Golani, Ofra, Sladoje, Natasa, Paul-Gilloteaux, Perrine, Maree, Raphael, Tosi, Sebastien
Published in bioRxiv (06.02.2020)
Published in bioRxiv (06.02.2020)
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Paper