Author

Lydia Lee Sohn

QB3ORCID 0000-0003-2195-2521Unclaimed 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:cell type annotation· 2 Organism:human· 2 Research Focus:differential expression· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Alana F. OgataiD· 1 shared Albert ShiniD· 1 shared Ashleigh B. ThebergeiD· 1 shared Chang CheniD· 1 shared Corinne PierceiD· 1 shared Dakota McMillaniD· 1 shared Damon Wing Hey ChaniD· 1 shared Daniel B. HatchettiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBioengineering

Alana F. OgataORCID

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2 papers

Recent·Most cited

Cancer BiologyEBioMedicinePeer-reviewedApr 24, 2026

MechanoAge, a machine learning platform to identify individuals susceptible to breast cancer based on mechanical properties of single cells

Stefan Hinz, Sturla Magnus Grøndal, Masaru Miyano…·Mark A. LaBarge

This paper develops MechanoAge, a machine learning tool that identifies breast cancer risk based on single-cell mechanical properties and introduces mechano-RISQ to quantify risk-related mechanical deviations.

DOI 10.1016/j.ebiom.2026.106241

humanscRNA-seq

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BioengineeringbioRxivPreprintOct 9, 2024

CandyCollect: An Open-Microfluidic Device for the Direct Capture and Analysis of Salivary-Extracellular Vesicles

Corinne Pierce, Natalie P. Turner, Ingrid H Robertson…·Lydia Lee Sohn

CandyCollect is a microfluidic device for rapid, non-invasive salivary EV collection and analysis, showing consistent EV capture and concordant protein profiles.

DOI 10.1101/2024.10.09.617508

humanexperimental assay

𝕏 PostBluesky