Author

Marco Gustav

Else Kröner Fresenius Center for Digital HealthORCID 0009-0009-3598-5720Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandra F. LearyiD· 1 shared Chiara Maria Lavinia LoeffleriD· 1 shared Didem ÇifçiiD· 1 shared Hannah Sophie MutiiD· 1 shared Jakob Nikolas KatheriD· 1 shared Jorge Sergio Reis-FilhoiD· 1 shared Kjong-Van LehmanniD· 1 shared Marko van TreeckiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alexandra F. LearyORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintMar 8, 2023

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study

Chiara Maria Lavinia Loeffler, Omar S. M. El Nahhas, Hannah Sophie Muti…·Jakob Nikolas Kather

This study uses attention-based multiple instance learning to predict HRD status from H&E images across ten tumor types, achieving moderate to high AUROC values.

12 citations

humanimaging

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