Author

Romina V. Hofele

AstraZeneca (United States)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Approach:graph neural network· 1 Assay:proteomics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Dominique WuDunniD· 1 shared Jared A. DelmariD· 1 shared Maryam PouryahyaiD· 1 shared Nicole K. SwopeiD· 1 shared Rohan Jain· 1 shared Shafayat Ahmed· 1 shared Valentin StaneviD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

Dominique WuDunnORCID

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1 paper

Recent·Most cited

BioengineeringBriefings in BioinformaticsPeer-reviewedJul 1, 2026

ACCURATE PREDICTION OF ASPARAGINE DEAMIDATION IN BIOLOGICS USING ADVANCED MACHINE LEARNING MODELS

Shafayat Ahmed, Nicole K. Swope, Valentin Stanev…·Maryam Pouryahya

This study develops machine learning models to predict asparagine deamidation in proteins, showing improved accuracy over existing methods and reducing development costs.

DOI 10.1093/bib/bbag363

proteomicsdeep learning

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