Author

Aileen I. Fernandez

Georgetown UniversityORCID 0000-0001-7442-6635Unclaimed 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 Research Focus:differential expression· 2 Organism:human· 2 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Aaron M. Rozeboom· 1 shared Amanda Torres Rivera· 1 shared Ayodeji Olajuwon Olukoya· 1 shared Brent T. HarrisiD· 1 shared David L. RimmiD· 1 shared Dua Mobin· 1 shared Eden A. Pope· 1 shared Emily ReisenbichleriD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

Aaron M. Rozeboom

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2 papers

Recent·Most cited

Cancer BiologybioRxivPreprintSep 29, 2024

Glutamate-Handling Proteins Associate with Adverse Clinicopathologic Features and Comorbidities in Invasive Lobular Carcinoma

Shaymaa Bahnassy, T. A. Young, Theresa C. Abalum…·Rebecca Baab Riggins

The paper examines glutamate-handling proteins in ILC and finds associations with tumor size, ER expression, and comorbidities, suggesting therapeutic targets.

1 citation

humanproteomics

𝕏 PostBluesky

BioinformaticsModern PathologyPeer-reviewedSep 7, 2021

Deep learning trained on H&E tumor ROIs predicts HER2 status and Trastuzumab treatment response in HER2+ breast cancer

Saman Farahmand, Aileen I. Fernandez, Fahad Shabbir Ahmed…·Kourosh Zarringhalam

This paper presents a CNN that predicts HER2 status and trastuzumab response from H&E images with higher accuracy than IHC.

167 citationstop 2%

humanimaging

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