Author

Ming Y. Lu

Brigham and Women's HospitalORCID 0000-0003-0009-9699Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Amelie EchleiD· 1 shared Bastian DislichiD· 1 shared Chiara Maria Lavinia LoeffleriD· 1 shared Christian TrautweiniD· 1 shared Daniel TruhniD· 1 shared Elizabeth AlwersiD· 1 shared Faisal MahmoodiD· 1 shared Firas KhaderiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Amelie EchleORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 9, 2021

Benchmarking artificial intelligence methods for end-to-end computational pathology

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler…·Jakob Nikolas Kather

This study benchmarks AI methods for end-to-end computational pathology, showing ResNet and ViT outperform MIL and CLAM in mutation prediction but not in tumor subtyping.

13 citations

humanimaging

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