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Generalising from conventional pipelines using deep learning in high-throughput screening workflows

Abstract The study of complex diseases relies on large amounts of data to build models toward precision medicine. Such data acquisition is feasible in the context of high-throughput screening, in which the quality of the results relies on the accuracy of the image analysis. Although state-of-the-art...

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Bibliografiske detaljer
Principais autores: Beatriz Garcia Santa Cruz, Jan Slter, Gemma Gomez-Giro, Claudia Saraiva, Sonia Sabate-Soler, Jennifer Modamio, Kyriaki Barmpa, Jens Christian Schwamborn, Frank Hertel, Javier Jarazo, Andreas Husch
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2022-07-01
Serier:Scientific Reports
Online adgang:https://doi.org/10.1038/s41598-022-15623-7
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