Author

Ido Mizrahi

Hebrew University of JerusalemORCID 0000-0002-0784-1684Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1

Frequent Co-Authors

Abed KhalailehiD· 1 shared Adi Raz· 1 shared Agnes KlochendleriD· 1 shared Alexander M. AravanisiD· 1 shared Alon J. PikarskyiD· 1 shared Amit Korach· 1 shared Anas OdehiD· 1 shared Andrew M. James ShapiroiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperGenomics

Abed KhalailehORCID

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2 papers

Recent·Most cited

An AI-assisted platform for quantitative histopathological analysis in interstitial lung disease

Ido Mizrahi, Yuanning Guo, Jiayu He, Ido Livneh, Polina Stein, Rotem Bela Shimron, Adi Raz, Maher Abu Saleh, Tina Napso Shogan, Naama Matalon, Maya Hershfinkel, Hadas Achildiev Cohen, Ariel Shemesh, Raz Palty, Yaniv Dotan, , Anas Odeh

FibroSight is a deep learning platform that quantifies lung remodeling in ILD histology, showing strong correlation with expert scoring and distinguishing fibrotic from inflammatory changes.

bioRxiv · Aug 21, 2026 · PreprintPathology

A human DNA methylation atlas reveals principles of cell type-specific methylation and identifies thousands of cell type-specific regulatory elements

Netanel Loyfer, Judith Magenheim, Ayelet Peretz, Gordon M. Cann, Joerg Bredno, Agnes Klochendler, Ilana Fox-Fisher, Sapir Shabi-Porat, Merav Hecht, Tsuria Pelet, Joshua Moss, Zeina Drawshy, Hamed Amini, Patriss Wais Moradi, Sudharani Nagaraju, , Tommy Kaplan

The paper constructs a human DNA methylation atlas using whole-genome bisulfite sequencing of 39 cell types, revealing cell type-specific methylation patterns and regulatory elements.

Nature · Jan 4, 2023Peer-reviewedGenomics