Author

Shweta S. Chavan

Memorial Sloan Kettering Cancer CenterORCID 0000-0001-9433-6936Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Research Focus:variant calling· 1 Assay:whole-exome sequencing· 1

Frequent Co-Authors

Ahmet ZehiriD· 1 shared Chad VanderbiltiD· 1 shared Deborah F. DeLairiD· 1 shared Gowtham JayakumaraniD· 1 shared Jacklyn CasanovaiD· 1 shared Jaclyn Frances HechtmaniD· 1 shared Jinru ShiaiD· 1 shared John Ziegler· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Ahmet ZehirORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 16, 2020

MiMSI - a deep multiple instance learning framework improves microsatellite instability detection from tumor next-generation sequencing

John Ziegler, Jaclyn Frances Hechtman, Ryan N. Ptashkin…·Ahmet Zehir

MiMSI improves MSI detection in low tumor purity samples using deep learning and multiple instance learning, achieving higher sensitivity and auROC than existing methods.

9 citations

humanwhole-exome sequencing

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