Author

Arne Schmidt

Universidad de GranadaORCID 0000-0001-5823-0050Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

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Aggelos K. KatsaggelosiD· 1 shared Enrique Hernández-Sánchez· 1 shared Rafael MolinaiD· 1 shared Yunan WuiD· 1 shared

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2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Aggelos K. KatsaggelosORCID

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1 paper

Recent·Most cited

BioinformaticsLecture notes in computer sciencePeer-reviewedJan 1, 2021

Combining Attention-based Multiple Instance Learning and Gaussian Processes for CT Hemorrhage Detection

Yunan Wu, Arne Schmidt, Enrique Hernández-Sánchez…·Aggelos K. Katsaggelos

This paper proposes an attention-based multiple instance learning approach for CT hemorrhage detection using scan-level labels, achieving better performance than methods relying on slice-level annotations.

31 citationstop 1%

imagingdeep learning

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